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thomasf1 commited on
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1 Parent(s): 0544a7c

Upload folder using huggingface_hub

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Files changed (3) hide show
  1. app.py +29 -8
  2. run_logs.txt +173 -215
  3. run_logs_new.txt +346 -0
app.py CHANGED
@@ -30,6 +30,17 @@ subprocess.run(
30
  check=True,
31
  )
32
 
 
 
 
 
 
 
 
 
 
 
 
33
  sys.path.insert(0, os.path.join(LTX_REPO_DIR, "packages", "ltx-pipelines", "src"))
34
  sys.path.insert(0, os.path.join(LTX_REPO_DIR, "packages", "ltx-core", "src"))
35
 
@@ -158,30 +169,40 @@ RESOLUTIONS = {
158
  LTX_MOUNT = "/models/ltx"
159
  GEMMA_MOUNT = "/models/gemma"
160
 
161
- DISTILLED_FILENAME = "ltx-2.3-22b-distilled-1.1.safetensors"
162
  UPSCALER_FILENAME = "ltx-2.3-spatial-upscaler-x2-1.1.safetensors"
163
 
164
  # Detect mounts or download fallback
165
  if os.path.exists(LTX_MOUNT):
166
- distilled_checkpoint_path = os.path.join(LTX_MOUNT, DISTILLED_FILENAME)
 
 
 
167
  spatial_upsampler_path = os.path.join(LTX_MOUNT, UPSCALER_FILENAME)
168
  else:
169
- print("LTX Mount not found. Downloading weights from Hugging Face...")
 
170
  distilled_checkpoint_path = hf_hub_download(
171
- repo_id="Lightricks/LTX-2.3",
172
- filename=DISTILLED_FILENAME
 
 
173
  )
174
  spatial_upsampler_path = hf_hub_download(
175
  repo_id="Lightricks/LTX-2.3",
176
- filename=UPSCALER_FILENAME
 
 
177
  )
178
 
179
  if os.path.exists(GEMMA_MOUNT):
180
  gemma_root = GEMMA_MOUNT
181
  else:
182
- print("Gemma Mount not found. Downloading Gemma model from Hugging Face...")
183
  gemma_root = snapshot_download(
184
- repo_id="Lightricks/gemma-3-12b-it-qat-q4_0-unquantized"
 
 
185
  )
186
 
187
  # Initialize pipeline
 
30
  check=True,
31
  )
32
 
33
+ # Purge pip cache to save storage space
34
+ print("Purging pip cache...")
35
+ subprocess.run([sys.executable, "-m", "pip", "cache", "purge"], check=False)
36
+
37
+ # Delete cloned repository .git folder to save space
38
+ git_dir = os.path.join(LTX_REPO_DIR, ".git")
39
+ if os.path.exists(git_dir):
40
+ import shutil
41
+ print("Deleting cloned LTX-2 repo .git folder to save space...")
42
+ shutil.rmtree(git_dir, ignore_errors=True)
43
+
44
  sys.path.insert(0, os.path.join(LTX_REPO_DIR, "packages", "ltx-pipelines", "src"))
45
  sys.path.insert(0, os.path.join(LTX_REPO_DIR, "packages", "ltx-core", "src"))
46
 
 
169
  LTX_MOUNT = "/models/ltx"
170
  GEMMA_MOUNT = "/models/gemma"
171
 
172
+ DISTILLED_FILENAME = "ltx-2.3-22b-distilled-fp8.safetensors"
173
  UPSCALER_FILENAME = "ltx-2.3-spatial-upscaler-x2-1.1.safetensors"
174
 
175
  # Detect mounts or download fallback
176
  if os.path.exists(LTX_MOUNT):
177
+ # Detect the filename in the mounted directory (could be distilled-1.1 or distilled-fp8)
178
+ mounted_files = os.listdir(LTX_MOUNT)
179
+ distilled_file = next((f for f in mounted_files if "distilled" in f), "ltx-2.3-22b-distilled-1.1.safetensors")
180
+ distilled_checkpoint_path = os.path.join(LTX_MOUNT, distilled_file)
181
  spatial_upsampler_path = os.path.join(LTX_MOUNT, UPSCALER_FILENAME)
182
  else:
183
+ print("LTX Mount not found. Downloading weights directly from Hugging Face...")
184
+ os.makedirs("models", exist_ok=True)
185
  distilled_checkpoint_path = hf_hub_download(
186
+ repo_id="Lightricks/LTX-2.3-fp8",
187
+ filename=DISTILLED_FILENAME,
188
+ local_dir="models",
189
+ local_dir_use_symlinks=False
190
  )
191
  spatial_upsampler_path = hf_hub_download(
192
  repo_id="Lightricks/LTX-2.3",
193
+ filename=UPSCALER_FILENAME,
194
+ local_dir="models",
195
+ local_dir_use_symlinks=False
196
  )
197
 
198
  if os.path.exists(GEMMA_MOUNT):
199
  gemma_root = GEMMA_MOUNT
200
  else:
201
+ print("Gemma Mount not found. Downloading Gemma model directly from Hugging Face...")
202
  gemma_root = snapshot_download(
203
+ repo_id="Lightricks/gemma-3-12b-it-qat-q4_0-unquantized",
204
+ local_dir="models/gemma",
205
+ local_dir_use_symlinks=False
206
  )
207
 
208
  # Initialize pipeline
run_logs.txt CHANGED
@@ -1,388 +1,346 @@
1
- data: {"data":"===== Application Startup at 2026-06-29 08:05:17 =====\n","timestamp":"2026-06-29T08:05:17Z"}
2
 
3
- : keep-alive
4
 
5
- : keep-alive
6
 
7
- : keep-alive
8
 
9
- data: {"data":"Collecting xformers==0.0.32.post2","timestamp":"2026-06-29T08:07:12.552Z"}
10
 
11
- data: {"data":" Downloading xformers-0.0.32.post2-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (1.1 kB)","timestamp":"2026-06-29T08:07:12.585Z"}
12
 
13
- data: {"data":"Requirement already satisfied: numpy in /usr/local/lib/python3.13/site-packages (from xformers==0.0.32.post2) (2.5.0)","timestamp":"2026-06-29T08:07:12.594Z"}
14
 
15
- data: {"data":"Requirement already satisfied: torch==2.8.0 in /usr/local/lib/python3.13/site-packages (from xformers==0.0.32.post2) (2.8.0)","timestamp":"2026-06-29T08:07:12.595Z"}
16
 
17
- data: {"data":"Requirement already satisfied: filelock in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.29.4)","timestamp":"2026-06-29T08:07:12.596Z"}
18
 
19
- data: {"data":"Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (4.15.0)","timestamp":"2026-06-29T08:07:12.597Z"}
20
 
21
- data: {"data":"Requirement already satisfied: setuptools in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (82.0.1)","timestamp":"2026-06-29T08:07:12.598Z"}
22
 
23
- data: {"data":"Requirement already satisfied: sympy>=1.13.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (1.14.0)","timestamp":"2026-06-29T08:07:12.598Z"}
24
 
25
- data: {"data":"Requirement already satisfied: networkx in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.6.1)","timestamp":"2026-06-29T08:07:12.599Z"}
26
 
27
- data: {"data":"Requirement already satisfied: jinja2 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.1.6)","timestamp":"2026-06-29T08:07:12.599Z"}
28
 
29
- data: {"data":"Requirement already satisfied: fsspec in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (2026.4.0)","timestamp":"2026-06-29T08:07:12.600Z"}
30
 
31
- data: {"data":"Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.93)","timestamp":"2026-06-29T08:07:12.604Z"}
32
 
33
- data: {"data":"Requirement already satisfied: nvidia-cuda-runtime-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:07:12.604Z"}
34
 
35
- data: {"data":"Requirement already satisfied: nvidia-cuda-cupti-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:07:12.604Z"}
36
 
37
- data: {"data":"Requirement already satisfied: nvidia-cudnn-cu12==9.10.2.21 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (9.10.2.21)","timestamp":"2026-06-29T08:07:12.604Z"}
38
 
39
- data: {"data":"Requirement already satisfied: nvidia-cublas-cu12==12.8.4.1 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.4.1)","timestamp":"2026-06-29T08:07:12.604Z"}
40
 
41
- data: {"data":"Requirement already satisfied: nvidia-cufft-cu12==11.3.3.83 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (11.3.3.83)","timestamp":"2026-06-29T08:07:12.604Z"}
42
 
43
- data: {"data":"Requirement already satisfied: nvidia-curand-cu12==10.3.9.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (10.3.9.90)","timestamp":"2026-06-29T08:07:12.605Z"}
44
 
45
- data: {"data":"Requirement already satisfied: nvidia-cusolver-cu12==11.7.3.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (11.7.3.90)","timestamp":"2026-06-29T08:07:12.606Z"}
46
 
47
- data: {"data":"Requirement already satisfied: nvidia-cusparse-cu12==12.5.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.5.8.93)","timestamp":"2026-06-29T08:07:12.606Z"}
48
 
49
- data: {"data":"Requirement already satisfied: nvidia-cusparselt-cu12==0.7.1 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (0.7.1)","timestamp":"2026-06-29T08:07:12.607Z"}
50
 
51
- data: {"data":"Requirement already satisfied: nvidia-nccl-cu12==2.27.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (2.27.3)","timestamp":"2026-06-29T08:07:12.608Z"}
52
 
53
- data: {"data":"Requirement already satisfied: nvidia-nvtx-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:07:12.608Z"}
54
 
55
- data: {"data":"Requirement already satisfied: nvidia-nvjitlink-cu12==12.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.93)","timestamp":"2026-06-29T08:07:12.609Z"}
56
 
57
- data: {"data":"Requirement already satisfied: nvidia-cufile-cu12==1.13.1.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (1.13.1.3)","timestamp":"2026-06-29T08:07:12.610Z"}
58
 
59
- data: {"data":"Requirement already satisfied: triton==3.4.0 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.4.0)","timestamp":"2026-06-29T08:07:12.610Z"}
60
 
61
- data: {"data":"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.13/site-packages (from sympy>=1.13.3->torch==2.8.0->xformers==0.0.32.post2) (1.3.0)","timestamp":"2026-06-29T08:07:12.628Z"}
62
 
63
- data: {"data":"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.13/site-packages (from jinja2->torch==2.8.0->xformers==0.0.32.post2) (3.0.3)","timestamp":"2026-06-29T08:07:12.638Z"}
64
 
65
- data: {"data":"Downloading xformers-0.0.32.post2-cp39-abi3-manylinux_2_28_x86_64.whl (117.2 MB)","timestamp":"2026-06-29T08:07:12.649Z"}
66
 
67
- data: {"data":" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 117.2/117.2 MB 162.5 MB/s 0:00:00","timestamp":"2026-06-29T08:07:13.388Z"}
68
 
69
- data: {"data":"Installing collected packages: xformers","timestamp":"2026-06-29T08:07:13.673Z"}
70
 
71
- data: {"data":"Successfully installed xformers-0.0.32.post2","timestamp":"2026-06-29T08:07:16.023Z"}
72
 
73
- data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:07:16.023Z"}
74
 
75
- data: {"data":"Cloning https://github.com/Lightricks/LTX-2.git...","timestamp":"2026-06-29T08:07:16.163Z"}
76
 
77
- data: {"data":"hint: Using 'master' as the name for the initial branch. This default branch name","timestamp":"2026-06-29T08:07:16.183Z"}
78
 
79
- data: {"data":"hint: is subject to change. To configure the initial branch name to use in all","timestamp":"2026-06-29T08:07:16.183Z"}
80
 
81
- data: {"data":"hint: of your new repositories, which will suppress this warning, call:","timestamp":"2026-06-29T08:07:16.183Z"}
82
 
83
- data: {"data":"hint:","timestamp":"2026-06-29T08:07:16.183Z"}
84
 
85
- data: {"data":"hint: \tgit config --global init.defaultBranch <name>","timestamp":"2026-06-29T08:07:16.183Z"}
86
 
87
- data: {"data":"hint:","timestamp":"2026-06-29T08:07:16.183Z"}
88
 
89
- data: {"data":"hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and","timestamp":"2026-06-29T08:07:16.183Z"}
90
 
91
- data: {"data":"hint: 'development'. The just-created branch can be renamed via this command:","timestamp":"2026-06-29T08:07:16.183Z"}
92
 
93
- data: {"data":"hint:","timestamp":"2026-06-29T08:07:16.183Z"}
94
 
95
- data: {"data":"hint: \tgit branch -m <name>","timestamp":"2026-06-29T08:07:16.183Z"}
96
 
97
- data: {"data":"Initialized empty Git repository in /app/LTX-2/.git/","timestamp":"2026-06-29T08:07:16.184Z"}
98
 
99
- data: {"data":"From https://github.com/Lightricks/LTX-2","timestamp":"2026-06-29T08:07:16.544Z"}
100
 
101
- data: {"data":" * branch ae855f8538843825f9015a419cf4ba5edaf5eec2 -> FETCH_HEAD","timestamp":"2026-06-29T08:07:16.544Z"}
102
 
103
- data: {"data":"Note: switching to 'ae855f8538843825f9015a419cf4ba5edaf5eec2'.","timestamp":"2026-06-29T08:07:16.587Z"}
104
 
105
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
106
 
107
- data: {"data":"You are in 'detached HEAD' state. You can look around, make experimental","timestamp":"2026-06-29T08:07:16.587Z"}
108
 
109
- data: {"data":"changes and commit them, and you can discard any commits you make in this","timestamp":"2026-06-29T08:07:16.587Z"}
110
 
111
- data: {"data":"state without impacting any branches by switching back to a branch.","timestamp":"2026-06-29T08:07:16.587Z"}
112
 
113
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
114
 
115
- data: {"data":"If you want to create a new branch to retain commits you create, you may","timestamp":"2026-06-29T08:07:16.587Z"}
116
 
117
- data: {"data":"do so (now or later) by using -c with the switch command. Example:","timestamp":"2026-06-29T08:07:16.587Z"}
118
 
119
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
120
 
121
- data: {"data":" git switch -c <new-branch-name>","timestamp":"2026-06-29T08:07:16.587Z"}
122
 
123
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
124
 
125
- data: {"data":"Or undo this operation with:","timestamp":"2026-06-29T08:07:16.587Z"}
126
 
127
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
128
 
129
- data: {"data":" git switch -","timestamp":"2026-06-29T08:07:16.587Z"}
130
 
131
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
132
 
133
- data: {"data":"Turn off this advice by setting config variable advice.detachedHead to false","timestamp":"2026-06-29T08:07:16.587Z"}
134
 
135
- data: {"data":"","timestamp":"2026-06-29T08:07:16.587Z"}
136
 
137
- data: {"data":"HEAD is now at ae855f8 Merge pull request #159 from Lightricks/pr-2026-03-11","timestamp":"2026-06-29T08:07:16.587Z"}
138
 
139
- data: {"data":"Installing ltx-core and ltx-pipelines from cloned repo...","timestamp":"2026-06-29T08:07:16.589Z"}
140
 
141
- data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-core","timestamp":"2026-06-29T08:07:17.053Z"}
142
 
143
- data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:07:17.056Z"}
144
 
145
- data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:07:18.099Z"}
146
 
147
- data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:07:18.100Z"}
148
 
149
- data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:07:18.152Z"}
150
 
151
- data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:07:18.153Z"}
152
 
153
- data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:07:18.205Z"}
154
 
155
- data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:07:18.206Z"}
156
 
157
- data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:07:18.261Z"}
158
 
159
- data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-pipelines","timestamp":"2026-06-29T08:07:18.272Z"}
160
 
161
- data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:07:18.275Z"}
162
 
163
- data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:07:19.247Z"}
164
 
165
- data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:07:19.248Z"}
166
 
167
- data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:07:19.299Z"}
168
 
169
- data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:07:19.300Z"}
170
 
171
- data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:07:19.342Z"}
172
 
173
- data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:07:19.344Z"}
174
 
175
- data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:07:19.407Z"}
176
 
177
- data: {"data":"Building wheels for collected packages: ltx-core, ltx-pipelines","timestamp":"2026-06-29T08:07:19.418Z"}
178
 
179
- data: {"data":" Building editable for ltx-core (pyproject.toml): started","timestamp":"2026-06-29T08:07:19.419Z"}
180
 
181
- data: {"data":" Building editable for ltx-core (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:07:19.476Z"}
182
 
183
- data: {"data":" Created wheel for ltx-core: filename=ltx_core-1.0.0-py3-none-any.whl size=7996 sha256=75f79730c730674c2626c4b78e9a867613b6ce23846104c78fba0eb7fbfa4983","timestamp":"2026-06-29T08:07:19.476Z"}
184
 
185
- data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-g45hzn53/wheels/b6/f5/ae/2c7327a69b1abdb37786315c23ecaa748618b7d623b22746d5","timestamp":"2026-06-29T08:07:19.477Z"}
186
 
187
- data: {"data":" Building editable for ltx-pipelines (pyproject.toml): started","timestamp":"2026-06-29T08:07:19.481Z"}
188
 
189
- data: {"data":" Building editable for ltx-pipelines (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:07:19.549Z"}
190
 
191
- data: {"data":" Created wheel for ltx-pipelines: filename=ltx_pipelines-1.0.0-py3-none-any.whl size=7748 sha256=3a79effad5f0648c43337cd38086691fff341b143ef7c9ae47cd550c148b3e62","timestamp":"2026-06-29T08:07:19.550Z"}
192
 
193
- data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-g45hzn53/wheels/ec/78/aa/1b203104d17857904b10c209580710625d942057672efaed57","timestamp":"2026-06-29T08:07:19.551Z"}
194
 
195
- data: {"data":"Successfully built ltx-core ltx-pipelines","timestamp":"2026-06-29T08:07:19.555Z"}
196
 
197
- data: {"data":"Installing collected packages: ltx-pipelines, ltx-core","timestamp":"2026-06-29T08:07:19.559Z"}
198
 
199
- data: {"data":"","timestamp":"2026-06-29T08:07:19.591Z"}
200
 
201
- data: {"data":"Successfully installed ltx-core-1.0.0 ltx-pipelines-1.0.0","timestamp":"2026-06-29T08:07:19.607Z"}
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- data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:07:19.607Z"}
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- data: {"data":"[ATTN] Before patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fb2fc2fe7a0>","timestamp":"2026-06-29T08:07:27.827Z"}
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- data: {"data":"[ATTN] After patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fb2fc2fe7a0>","timestamp":"2026-06-29T08:07:27.827Z"}
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- data: {"data":"[ATTN] xformers FA3 dispatch disabled (Blackwell-incompatible)","timestamp":"2026-06-29T08:07:27.827Z"}
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- data: {"data":"[FUSE-PATCH] SafetensorsStateDictLoader.load replaced (chunked-read)","timestamp":"2026-06-29T08:07:27.827Z"}
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- data: {"data":"LTX Mount not found. Downloading weights from Hugging Face...","timestamp":"2026-06-29T08:07:27.828Z"}
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- data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 41.2G/46.1G [01:49<00:07, 663MB/s]\u001b[A","timestamp":"2026-06-29T08:09:17.900Z"}
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- data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 46.1G/46.1G [01:52<00:00, 1.10GB/s]\u001b[A\rltx-2.3-22b-distilled-1.1.safetensors: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 46.1G/46.1G [01:52<00:00, 410MB/s] ","timestamp":"2026-06-29T08:09:20.328Z"}
322
 
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- data: {"data":"","timestamp":"2026-06-29T08:09:20.481Z"}
324
 
325
- data: {"data":"\rltx-2.3-spatial-upscaler-x2-1.1.safetens(…): 0%| | 0.00/996M [00:00<?, ?B/s]\u001b[A","timestamp":"2026-06-29T08:09:23.523Z"}
326
 
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- data: {"data":"\rltx-2.3-spatial-upscaler-x2-1.1.safetens(…): 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 996M/996M [00:03<00:00, 327MB/s]\u001b[A\rltx-2.3-spatial-upscaler-x2-1.1.safetens(…): 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 996M/996M [00:03<00:00, 319MB/s]","timestamp":"2026-06-29T08:09:23.603Z"}
328
 
329
- data: {"data":"Gemma Mount not found. Downloading Gemma model from Hugging Face...","timestamp":"2026-06-29T08:09:23.605Z"}
330
 
331
- data: {"data":"Initializing DistilledPipeline...","timestamp":"2026-06-29T08:09:23.647Z"}
332
 
333
- data: {"data":"Traceback (most recent call last):","timestamp":"2026-06-29T08:09:23.682Z"}
334
 
335
- data: {"data":" File \"/app/app.py\", line 191, in <module>","timestamp":"2026-06-29T08:09:23.688Z"}
336
 
337
- data: {"data":" pipeline = DistilledPipeline(","timestamp":"2026-06-29T08:09:23.688Z"}
338
 
339
- data: {"data":" distilled_checkpoint_path=distilled_checkpoint_path,","timestamp":"2026-06-29T08:09:23.688Z"}
340
 
341
- data: {"data":" ...<3 lines>...","timestamp":"2026-06-29T08:09:23.688Z"}
342
 
343
- data: {"data":" quantization=QuantizationPolicy.fp8_cast(),","timestamp":"2026-06-29T08:09:23.688Z"}
344
 
345
- data: {"data":" )","timestamp":"2026-06-29T08:09:23.688Z"}
346
-
347
- data: {"data":" File \"/app/LTX-2/packages/ltx-pipelines/src/ltx_pipelines/distilled.py\", line 61, in __init__","timestamp":"2026-06-29T08:09:23.688Z"}
348
-
349
- data: {"data":" self.model_ledger = ModelLedger(","timestamp":"2026-06-29T08:09:23.688Z"}
350
-
351
- data: {"data":" ~~~~~~~~~~~^","timestamp":"2026-06-29T08:09:23.688Z"}
352
-
353
- data: {"data":" dtype=self.dtype,","timestamp":"2026-06-29T08:09:23.688Z"}
354
-
355
- data: {"data":" ^^^^^^^^^^^^^^^^^","timestamp":"2026-06-29T08:09:23.688Z"}
356
-
357
- data: {"data":" ...<5 lines>...","timestamp":"2026-06-29T08:09:23.688Z"}
358
-
359
- data: {"data":" quantization=quantization,","timestamp":"2026-06-29T08:09:23.688Z"}
360
-
361
- data: {"data":" ^^^^^^^^^^^^^^^^^^^^^^^^^^","timestamp":"2026-06-29T08:09:23.689Z"}
362
-
363
- data: {"data":" )","timestamp":"2026-06-29T08:09:23.689Z"}
364
-
365
- data: {"data":" ^","timestamp":"2026-06-29T08:09:23.689Z"}
366
-
367
- data: {"data":" File \"/app/LTX-2/packages/ltx-pipelines/src/ltx_pipelines/utils/model_ledger.py\", line 115, in __init__","timestamp":"2026-06-29T08:09:23.689Z"}
368
-
369
- data: {"data":" self.build_model_builders()","timestamp":"2026-06-29T08:09:23.689Z"}
370
-
371
- data: {"data":" ~~~~~~~~~~~~~~~~~~~~~~~~~^^","timestamp":"2026-06-29T08:09:23.689Z"}
372
-
373
- data: {"data":" File \"/app/LTX-2/packages/ltx-pipelines/src/ltx_pipelines/utils/model_ledger.py\", line 171, in build_model_builders","timestamp":"2026-06-29T08:09:23.689Z"}
374
-
375
- data: {"data":" module_ops = module_ops_from_gemma_root(self.gemma_root_path)","timestamp":"2026-06-29T08:09:23.689Z"}
376
-
377
- data: {"data":" File \"/app/LTX-2/packages/ltx-core/src/ltx_core/text_encoders/gemma/encoders/base_encoder.py\", line 178, in module_ops_from_gemma_root","timestamp":"2026-06-29T08:09:23.689Z"}
378
-
379
- data: {"data":" tokenizer_root = str(find_matching_file(gemma_root, \"tokenizer.model\").parent)","timestamp":"2026-06-29T08:09:23.689Z"}
380
-
381
- data: {"data":" ~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^","timestamp":"2026-06-29T08:09:23.689Z"}
382
-
383
- data: {"data":" File \"/app/LTX-2/packages/ltx-core/src/ltx_core/utils.py\", line 61, in find_matching_file","timestamp":"2026-06-29T08:09:23.689Z"}
384
-
385
- data: {"data":" raise FileNotFoundError(f\"No files matching pattern '{pattern}' found under {root_path}\")","timestamp":"2026-06-29T08:09:23.689Z"}
386
-
387
- data: {"data":"FileNotFoundError: No files matching pattern 'tokenizer.model' found under /root/.cache/huggingface/hub/models--Lightricks--LTX-2.3/snapshots/76730e634e70a28f4e8d51f5e29c08e40e2d8e74/gemma","timestamp":"2026-06-29T08:09:23.689Z"}
388
 
 
1
+ data: {"data":"===== Application Startup at 2026-06-29 08:16:47 =====\n","timestamp":"2026-06-29T08:16:47Z"}
2
 
3
+ data: {"data":"Collecting xformers==0.0.32.post2","timestamp":"2026-06-29T08:12:24.324Z"}
4
 
5
+ data: {"data":" Downloading xformers-0.0.32.post2-cp39-abi3-manylinux_2_28_x86_64.whl.metadata (1.1 kB)","timestamp":"2026-06-29T08:12:24.368Z"}
6
 
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+ data: {"data":"Requirement already satisfied: numpy in /usr/local/lib/python3.13/site-packages (from xformers==0.0.32.post2) (2.5.0)","timestamp":"2026-06-29T08:12:24.381Z"}
8
 
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+ data: {"data":"Requirement already satisfied: torch==2.8.0 in /usr/local/lib/python3.13/site-packages (from xformers==0.0.32.post2) (2.8.0)","timestamp":"2026-06-29T08:12:24.383Z"}
10
 
11
+ data: {"data":"Requirement already satisfied: filelock in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.29.4)","timestamp":"2026-06-29T08:12:24.384Z"}
12
 
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+ data: {"data":"Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (4.15.0)","timestamp":"2026-06-29T08:12:24.385Z"}
14
 
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+ data: {"data":"Requirement already satisfied: setuptools in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (82.0.1)","timestamp":"2026-06-29T08:12:24.385Z"}
16
 
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+ data: {"data":"Requirement already satisfied: sympy>=1.13.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (1.14.0)","timestamp":"2026-06-29T08:12:24.386Z"}
18
 
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+ data: {"data":"Requirement already satisfied: networkx in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.6.1)","timestamp":"2026-06-29T08:12:24.387Z"}
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+ data: {"data":"Requirement already satisfied: jinja2 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.1.6)","timestamp":"2026-06-29T08:12:24.387Z"}
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+ data: {"data":"Requirement already satisfied: fsspec in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (2026.4.0)","timestamp":"2026-06-29T08:12:24.387Z"}
24
 
25
+ data: {"data":"Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.93)","timestamp":"2026-06-29T08:12:24.389Z"}
26
 
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+ data: {"data":"Requirement already satisfied: nvidia-cuda-runtime-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:12:24.390Z"}
28
 
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+ data: {"data":"Requirement already satisfied: nvidia-cuda-cupti-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:12:24.390Z"}
30
 
31
+ data: {"data":"Requirement already satisfied: nvidia-cudnn-cu12==9.10.2.21 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (9.10.2.21)","timestamp":"2026-06-29T08:12:24.391Z"}
32
 
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+ data: {"data":"Requirement already satisfied: nvidia-cublas-cu12==12.8.4.1 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.4.1)","timestamp":"2026-06-29T08:12:24.395Z"}
34
 
35
+ data: {"data":"Requirement already satisfied: nvidia-cufft-cu12==11.3.3.83 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (11.3.3.83)","timestamp":"2026-06-29T08:12:24.395Z"}
36
 
37
+ data: {"data":"Requirement already satisfied: nvidia-curand-cu12==10.3.9.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (10.3.9.90)","timestamp":"2026-06-29T08:12:24.395Z"}
38
 
39
+ data: {"data":"Requirement already satisfied: nvidia-cusolver-cu12==11.7.3.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (11.7.3.90)","timestamp":"2026-06-29T08:12:24.395Z"}
40
 
41
+ data: {"data":"Requirement already satisfied: nvidia-cusparse-cu12==12.5.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.5.8.93)","timestamp":"2026-06-29T08:12:24.396Z"}
42
 
43
+ data: {"data":"Requirement already satisfied: nvidia-cusparselt-cu12==0.7.1 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (0.7.1)","timestamp":"2026-06-29T08:12:24.396Z"}
44
 
45
+ data: {"data":"Requirement already satisfied: nvidia-nccl-cu12==2.27.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (2.27.3)","timestamp":"2026-06-29T08:12:24.397Z"}
46
 
47
+ data: {"data":"Requirement already satisfied: nvidia-nvtx-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:12:24.398Z"}
48
 
49
+ data: {"data":"Requirement already satisfied: nvidia-nvjitlink-cu12==12.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.93)","timestamp":"2026-06-29T08:12:24.399Z"}
50
 
51
+ data: {"data":"Requirement already satisfied: nvidia-cufile-cu12==1.13.1.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (1.13.1.3)","timestamp":"2026-06-29T08:12:24.400Z"}
52
 
53
+ data: {"data":"Requirement already satisfied: triton==3.4.0 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.4.0)","timestamp":"2026-06-29T08:12:24.401Z"}
54
 
55
+ data: {"data":"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.13/site-packages (from sympy>=1.13.3->torch==2.8.0->xformers==0.0.32.post2) (1.3.0)","timestamp":"2026-06-29T08:12:24.420Z"}
56
 
57
+ data: {"data":"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.13/site-packages (from jinja2->torch==2.8.0->xformers==0.0.32.post2) (3.0.3)","timestamp":"2026-06-29T08:12:24.435Z"}
58
 
59
+ data: {"data":"Downloading xformers-0.0.32.post2-cp39-abi3-manylinux_2_28_x86_64.whl (117.2 MB)","timestamp":"2026-06-29T08:12:24.449Z"}
60
 
61
+ data: {"data":" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 117.2/117.2 MB 160.8 MB/s 0:00:00","timestamp":"2026-06-29T08:12:25.199Z"}
62
 
63
+ data: {"data":"Installing collected packages: xformers","timestamp":"2026-06-29T08:12:25.581Z"}
64
 
65
+ data: {"data":"Successfully installed xformers-0.0.32.post2","timestamp":"2026-06-29T08:12:27.963Z"}
66
 
67
+ data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:12:27.963Z"}
68
 
69
+ data: {"data":"Cloning https://github.com/Lightricks/LTX-2.git...","timestamp":"2026-06-29T08:12:28.115Z"}
70
 
71
+ data: {"data":"hint: Using 'master' as the name for the initial branch. This default branch name","timestamp":"2026-06-29T08:12:28.153Z"}
72
 
73
+ data: {"data":"hint: is subject to change. To configure the initial branch name to use in all","timestamp":"2026-06-29T08:12:28.153Z"}
74
 
75
+ data: {"data":"hint: of your new repositories, which will suppress this warning, call:","timestamp":"2026-06-29T08:12:28.153Z"}
76
 
77
+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
78
 
79
+ data: {"data":"hint: \tgit config --global init.defaultBranch <name>","timestamp":"2026-06-29T08:12:28.153Z"}
80
 
81
+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
82
 
83
+ data: {"data":"hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and","timestamp":"2026-06-29T08:12:28.153Z"}
84
 
85
+ data: {"data":"hint: 'development'. The just-created branch can be renamed via this command:","timestamp":"2026-06-29T08:12:28.153Z"}
86
 
87
+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
88
 
89
+ data: {"data":"hint: \tgit branch -m <name>","timestamp":"2026-06-29T08:12:28.153Z"}
90
 
91
+ data: {"data":"Initialized empty Git repository in /app/LTX-2/.git/","timestamp":"2026-06-29T08:12:28.154Z"}
92
 
93
+ data: {"data":"From https://github.com/Lightricks/LTX-2","timestamp":"2026-06-29T08:12:28.903Z"}
94
 
95
+ data: {"data":" * branch ae855f8538843825f9015a419cf4ba5edaf5eec2 -> FETCH_HEAD","timestamp":"2026-06-29T08:12:28.903Z"}
96
 
97
+ data: {"data":"Note: switching to 'ae855f8538843825f9015a419cf4ba5edaf5eec2'.","timestamp":"2026-06-29T08:12:28.947Z"}
98
 
99
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
100
 
101
+ data: {"data":"You are in 'detached HEAD' state. You can look around, make experimental","timestamp":"2026-06-29T08:12:28.947Z"}
102
 
103
+ data: {"data":"changes and commit them, and you can discard any commits you make in this","timestamp":"2026-06-29T08:12:28.947Z"}
104
 
105
+ data: {"data":"state without impacting any branches by switching back to a branch.","timestamp":"2026-06-29T08:12:28.947Z"}
106
 
107
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
108
 
109
+ data: {"data":"If you want to create a new branch to retain commits you create, you may","timestamp":"2026-06-29T08:12:28.947Z"}
110
 
111
+ data: {"data":"do so (now or later) by using -c with the switch command. Example:","timestamp":"2026-06-29T08:12:28.947Z"}
112
 
113
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
114
 
115
+ data: {"data":" git switch -c <new-branch-name>","timestamp":"2026-06-29T08:12:28.947Z"}
116
 
117
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
118
 
119
+ data: {"data":"Or undo this operation with:","timestamp":"2026-06-29T08:12:28.947Z"}
120
 
121
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
122
 
123
+ data: {"data":" git switch -","timestamp":"2026-06-29T08:12:28.947Z"}
124
 
125
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
126
 
127
+ data: {"data":"Turn off this advice by setting config variable advice.detachedHead to false","timestamp":"2026-06-29T08:12:28.947Z"}
128
 
129
+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
130
 
131
+ data: {"data":"HEAD is now at ae855f8 Merge pull request #159 from Lightricks/pr-2026-03-11","timestamp":"2026-06-29T08:12:28.947Z"}
132
 
133
+ data: {"data":"Installing ltx-core and ltx-pipelines from cloned repo...","timestamp":"2026-06-29T08:12:28.948Z"}
134
 
135
+ data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-core","timestamp":"2026-06-29T08:12:29.320Z"}
136
 
137
+ data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:12:29.323Z"}
138
 
139
+ data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:12:30.347Z"}
140
 
141
+ data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:12:30.347Z"}
142
 
143
+ data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:12:30.397Z"}
144
 
145
+ data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:12:30.398Z"}
146
 
147
+ data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:12:30.441Z"}
148
 
149
+ data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:12:30.442Z"}
150
 
151
+ data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:30.503Z"}
152
 
153
+ data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-pipelines","timestamp":"2026-06-29T08:12:30.513Z"}
154
 
155
+ data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:12:30.515Z"}
156
 
157
+ data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:12:31.447Z"}
158
 
159
+ data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:12:31.448Z"}
160
 
161
+ data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:12:31.496Z"}
162
 
163
+ data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:12:31.498Z"}
164
 
165
+ data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:12:31.542Z"}
166
 
167
+ data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.543Z"}
168
 
169
+ data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.592Z"}
170
 
171
+ data: {"data":"Building wheels for collected packages: ltx-core, ltx-pipelines","timestamp":"2026-06-29T08:12:31.603Z"}
172
 
173
+ data: {"data":" Building editable for ltx-core (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.604Z"}
174
 
175
+ data: {"data":" Building editable for ltx-core (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.657Z"}
176
 
177
+ data: {"data":" Created wheel for ltx-core: filename=ltx_core-1.0.0-py3-none-any.whl size=7996 sha256=75f79730c730674c2626c4b78e9a867613b6ce23846104c78fba0eb7fbfa4983","timestamp":"2026-06-29T08:12:31.657Z"}
178
 
179
+ data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-130gs5th/wheels/b6/f5/ae/2c7327a69b1abdb37786315c23ecaa748618b7d623b22746d5","timestamp":"2026-06-29T08:12:31.657Z"}
180
 
181
+ data: {"data":" Building editable for ltx-pipelines (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.662Z"}
182
 
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+ data: {"data":" Building editable for ltx-pipelines (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.717Z"}
184
 
185
+ data: {"data":" Created wheel for ltx-pipelines: filename=ltx_pipelines-1.0.0-py3-none-any.whl size=7748 sha256=3a79effad5f0648c43337cd38086691fff341b143ef7c9ae47cd550c148b3e62","timestamp":"2026-06-29T08:12:31.718Z"}
186
 
187
+ data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-130gs5th/wheels/ec/78/aa/1b203104d17857904b10c209580710625d942057672efaed57","timestamp":"2026-06-29T08:12:31.718Z"}
188
 
189
+ data: {"data":"Successfully built ltx-core ltx-pipelines","timestamp":"2026-06-29T08:12:31.721Z"}
190
 
191
+ data: {"data":"Installing collected packages: ltx-pipelines, ltx-core","timestamp":"2026-06-29T08:12:31.724Z"}
192
 
193
+ data: {"data":"","timestamp":"2026-06-29T08:12:31.756Z"}
194
 
195
+ data: {"data":"Successfully installed ltx-core-1.0.0 ltx-pipelines-1.0.0","timestamp":"2026-06-29T08:12:31.767Z"}
196
 
197
+ data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:12:31.768Z"}
198
 
199
+ data: {"data":"[ATTN] Before patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fbdd52927a0>","timestamp":"2026-06-29T08:12:41.743Z"}
200
 
201
+ data: {"data":"[ATTN] After patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fbdd52927a0>","timestamp":"2026-06-29T08:12:41.744Z"}
202
 
203
+ data: {"data":"[ATTN] xformers FA3 dispatch disabled (Blackwell-incompatible)","timestamp":"2026-06-29T08:12:41.744Z"}
204
 
205
+ data: {"data":"[FUSE-PATCH] SafetensorsStateDictLoader.load replaced (chunked-read)","timestamp":"2026-06-29T08:12:41.744Z"}
206
 
207
+ data: {"data":"LTX Mount not found. Downloading weights from Hugging Face...","timestamp":"2026-06-29T08:12:41.744Z"}
208
 
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+ data: {"data":"","timestamp":"2026-06-29T08:12:41.833Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 0%| | 0.00/46.1G [00:00<?, ?B/s]\u001b[A","timestamp":"2026-06-29T08:12:46.877Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 1%|▏ | 661M/46.1G [00:05<05:46, 131MB/s]\u001b[A","timestamp":"2026-06-29T08:12:48.126Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 3%|β–Ž | 1.39G/46.1G [00:06<02:58, 250MB/s]\u001b[A","timestamp":"2026-06-29T08:12:49.373Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 5%|▍ | 2.20G/46.1G [00:07<02:02, 358MB/s]\u001b[A","timestamp":"2026-06-29T08:12:52.373Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 7%|β–‹ | 3.21G/46.1G [00:10<02:03, 347MB/s]\u001b[A","timestamp":"2026-06-29T08:12:55.373Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 8%|β–Š | 3.74G/46.1G [00:13<02:32, 278MB/s]\u001b[A","timestamp":"2026-06-29T08:13:00.614Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 9%|β–‰ | 4.14G/46.1G [00:18<03:57, 177MB/s]\u001b[A","timestamp":"2026-06-29T08:13:09.113Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 10%|β–‰ | 4.41G/46.1G [00:27<07:03, 98.4MB/s]\u001b[A","timestamp":"2026-06-29T08:13:15.612Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 10%|β–ˆ | 4.68G/46.1G [00:33<08:56, 77.3MB/s]\u001b[A","timestamp":"2026-06-29T08:13:16.863Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 12%|β–ˆβ– | 5.62G/46.1G [00:35<04:50, 140MB/s] \u001b[A","timestamp":"2026-06-29T08:13:18.614Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 14%|β–ˆβ– | 6.36G/46.1G [00:36<03:36, 184MB/s]\u001b[A","timestamp":"2026-06-29T08:13:21.125Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 17%|β–ˆβ–‹ | 7.77G/46.1G [00:39<02:19, 275MB/s]\u001b[A","timestamp":"2026-06-29T08:13:22.627Z"}
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+ data: {"data":"\rltx-2.3-22b-distilled-1.1.safetensors: 18%|β–ˆβ–Š | 8.50G/46.1G [00:40<02:00, 312MB/s]\u001b[A","timestamp":"2026-06-29T08:13:23.864Z"}
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run_logs_new.txt ADDED
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+ data: {"data":"Requirement already satisfied: networkx in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.6.1)","timestamp":"2026-06-29T08:12:24.387Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-curand-cu12==10.3.9.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (10.3.9.90)","timestamp":"2026-06-29T08:12:24.395Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-cusparse-cu12==12.5.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.5.8.93)","timestamp":"2026-06-29T08:12:24.396Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-nccl-cu12==2.27.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (2.27.3)","timestamp":"2026-06-29T08:12:24.397Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-nvtx-cu12==12.8.90 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.90)","timestamp":"2026-06-29T08:12:24.398Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-nvjitlink-cu12==12.8.93 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (12.8.93)","timestamp":"2026-06-29T08:12:24.399Z"}
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+ data: {"data":"Requirement already satisfied: nvidia-cufile-cu12==1.13.1.3 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (1.13.1.3)","timestamp":"2026-06-29T08:12:24.400Z"}
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+ data: {"data":"Requirement already satisfied: triton==3.4.0 in /usr/local/lib/python3.13/site-packages (from torch==2.8.0->xformers==0.0.32.post2) (3.4.0)","timestamp":"2026-06-29T08:12:24.401Z"}
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+ data: {"data":"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.13/site-packages (from sympy>=1.13.3->torch==2.8.0->xformers==0.0.32.post2) (1.3.0)","timestamp":"2026-06-29T08:12:24.420Z"}
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+ data: {"data":"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.13/site-packages (from jinja2->torch==2.8.0->xformers==0.0.32.post2) (3.0.3)","timestamp":"2026-06-29T08:12:24.435Z"}
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+ data: {"data":"Downloading xformers-0.0.32.post2-cp39-abi3-manylinux_2_28_x86_64.whl (117.2 MB)","timestamp":"2026-06-29T08:12:24.449Z"}
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+ data: {"data":" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 117.2/117.2 MB 160.8 MB/s 0:00:00","timestamp":"2026-06-29T08:12:25.199Z"}
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+ data: {"data":"Installing collected packages: xformers","timestamp":"2026-06-29T08:12:25.581Z"}
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+ data: {"data":"Successfully installed xformers-0.0.32.post2","timestamp":"2026-06-29T08:12:27.963Z"}
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+ data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:12:27.963Z"}
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+ data: {"data":"Cloning https://github.com/Lightricks/LTX-2.git...","timestamp":"2026-06-29T08:12:28.115Z"}
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+ data: {"data":"hint: Using 'master' as the name for the initial branch. This default branch name","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: is subject to change. To configure the initial branch name to use in all","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: of your new repositories, which will suppress this warning, call:","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: \tgit config --global init.defaultBranch <name>","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: 'development'. The just-created branch can be renamed via this command:","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint:","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"hint: \tgit branch -m <name>","timestamp":"2026-06-29T08:12:28.153Z"}
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+ data: {"data":"Initialized empty Git repository in /app/LTX-2/.git/","timestamp":"2026-06-29T08:12:28.154Z"}
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+ data: {"data":"From https://github.com/Lightricks/LTX-2","timestamp":"2026-06-29T08:12:28.903Z"}
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+ data: {"data":" * branch ae855f8538843825f9015a419cf4ba5edaf5eec2 -> FETCH_HEAD","timestamp":"2026-06-29T08:12:28.903Z"}
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+ data: {"data":"Note: switching to 'ae855f8538843825f9015a419cf4ba5edaf5eec2'.","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"You are in 'detached HEAD' state. You can look around, make experimental","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"changes and commit them, and you can discard any commits you make in this","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"state without impacting any branches by switching back to a branch.","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"If you want to create a new branch to retain commits you create, you may","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"do so (now or later) by using -c with the switch command. Example:","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":" git switch -c <new-branch-name>","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"Or undo this operation with:","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":" git switch -","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"Turn off this advice by setting config variable advice.detachedHead to false","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"HEAD is now at ae855f8 Merge pull request #159 from Lightricks/pr-2026-03-11","timestamp":"2026-06-29T08:12:28.947Z"}
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+ data: {"data":"Installing ltx-core and ltx-pipelines from cloned repo...","timestamp":"2026-06-29T08:12:28.948Z"}
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+ data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-core","timestamp":"2026-06-29T08:12:29.320Z"}
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+ data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:12:29.323Z"}
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+ data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:12:30.347Z"}
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+ data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:12:30.347Z"}
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+ data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:12:30.397Z"}
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+ data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:12:30.398Z"}
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+ data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:12:30.441Z"}
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+ data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:12:30.442Z"}
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+ data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:30.503Z"}
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+ data: {"data":"Obtaining file:///app/LTX-2/packages/ltx-pipelines","timestamp":"2026-06-29T08:12:30.513Z"}
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+ data: {"data":" Installing build dependencies: started","timestamp":"2026-06-29T08:12:30.515Z"}
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+ data: {"data":" Installing build dependencies: finished with status 'done'","timestamp":"2026-06-29T08:12:31.447Z"}
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+ data: {"data":" Checking if build backend supports build_editable: started","timestamp":"2026-06-29T08:12:31.448Z"}
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+ data: {"data":" Checking if build backend supports build_editable: finished with status 'done'","timestamp":"2026-06-29T08:12:31.496Z"}
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+ data: {"data":" Getting requirements to build editable: started","timestamp":"2026-06-29T08:12:31.498Z"}
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+ data: {"data":" Getting requirements to build editable: finished with status 'done'","timestamp":"2026-06-29T08:12:31.542Z"}
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+ data: {"data":" Preparing editable metadata (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.543Z"}
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+ data: {"data":" Preparing editable metadata (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.592Z"}
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+ data: {"data":"Building wheels for collected packages: ltx-core, ltx-pipelines","timestamp":"2026-06-29T08:12:31.603Z"}
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+ data: {"data":" Building editable for ltx-core (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.604Z"}
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+ data: {"data":" Building editable for ltx-core (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.657Z"}
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+ data: {"data":" Created wheel for ltx-core: filename=ltx_core-1.0.0-py3-none-any.whl size=7996 sha256=75f79730c730674c2626c4b78e9a867613b6ce23846104c78fba0eb7fbfa4983","timestamp":"2026-06-29T08:12:31.657Z"}
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+ data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-130gs5th/wheels/b6/f5/ae/2c7327a69b1abdb37786315c23ecaa748618b7d623b22746d5","timestamp":"2026-06-29T08:12:31.657Z"}
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+ data: {"data":" Building editable for ltx-pipelines (pyproject.toml): started","timestamp":"2026-06-29T08:12:31.662Z"}
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+ data: {"data":" Building editable for ltx-pipelines (pyproject.toml): finished with status 'done'","timestamp":"2026-06-29T08:12:31.717Z"}
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+ data: {"data":" Created wheel for ltx-pipelines: filename=ltx_pipelines-1.0.0-py3-none-any.whl size=7748 sha256=3a79effad5f0648c43337cd38086691fff341b143ef7c9ae47cd550c148b3e62","timestamp":"2026-06-29T08:12:31.718Z"}
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+ data: {"data":" Stored in directory: /tmp/pip-ephem-wheel-cache-130gs5th/wheels/ec/78/aa/1b203104d17857904b10c209580710625d942057672efaed57","timestamp":"2026-06-29T08:12:31.718Z"}
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+ data: {"data":"Successfully built ltx-core ltx-pipelines","timestamp":"2026-06-29T08:12:31.721Z"}
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+ data: {"data":"Installing collected packages: ltx-pipelines, ltx-core","timestamp":"2026-06-29T08:12:31.724Z"}
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+ data: {"data":"","timestamp":"2026-06-29T08:12:31.756Z"}
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+ data: {"data":"Successfully installed ltx-core-1.0.0 ltx-pipelines-1.0.0","timestamp":"2026-06-29T08:12:31.767Z"}
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+ data: {"data":"WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.","timestamp":"2026-06-29T08:12:31.768Z"}
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+ data: {"data":"[ATTN] Before patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fbdd52927a0>","timestamp":"2026-06-29T08:12:41.743Z"}
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+ data: {"data":"[ATTN] After patch: memory_efficient_attention=<function memory_efficient_attention at 0x7fbdd52927a0>","timestamp":"2026-06-29T08:12:41.744Z"}
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+ data: {"data":"[ATTN] xformers FA3 dispatch disabled (Blackwell-incompatible)","timestamp":"2026-06-29T08:12:41.744Z"}
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+ data: {"data":"[FUSE-PATCH] SafetensorsStateDictLoader.load replaced (chunked-read)","timestamp":"2026-06-29T08:12:41.744Z"}
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+ data: {"data":"LTX Mount not found. Downloading weights from Hugging Face...","timestamp":"2026-06-29T08:12:41.744Z"}
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