Image-Text-to-Text
GGUF
German
English
llama.cpp
mtp
speculative-decoding
qwen3
multimodal
conversational
Instructions to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Use Docker
docker model run hf.co/Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
- LM Studio
- Jan
- vLLM
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Davidmg0815/Qwen3.8-27B-MTP-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Davidmg0815/Qwen3.8-27B-MTP-GGUF", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
- Ollama
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with Ollama:
ollama run hf.co/Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
- Unsloth Desktop
- Pi
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with Docker Model Runner:
docker model run hf.co/Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
- Lemonade
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Run and chat with the model
lemonade run user.Qwen3.8-27B-MTP-GGUF-Q8_0
List all available models
lemonade list
- Hermes Agent
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use Davidmg0815/Qwen3.8-27B-MTP-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "Davidmg0815/Qwen3.8-27B-MTP-GGUF:Q8_0" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
File size: 55,521 Bytes
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0.00.370.505 I device_info:
0.00.662.709 I - CUDA0 : NVIDIA GeForce RTX 3080 (20052 MiB, 19814 MiB free)
0.00.782.389 I - CUDA1 : NVIDIA GeForce RTX 3080 (20052 MiB, 19814 MiB free)
0.00.908.017 I - CUDA2 : NVIDIA GeForce RTX 3080 (20052 MiB, 19814 MiB free)
0.00.908.038 I - CPU : AMD EPYC 7F32 8-Core Processor (193092 MiB, 193092 MiB free)
0.00.908.164 I system_info: n_threads = 8 (n_threads_batch = 8) / 16 | CUDA : ARCHS = 860 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
0.00.908.286 I srv init: using 15 threads for HTTP server
0.00.908.775 I srv start: binding port with default address family
0.00.910.095 I srv llama_server: loading model
0.00.910.105 I srv load_model: loading model '/mnt/models/PropellerA-models/qwen3.8-27b-Q6_K.gguf'
0.00.910.197 I common_init_result: fitting params to device memory ...
0.00.910.201 I common_init_result: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
0.06.785.259 W llama_context: n_ctx_seq (16384) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
0.06.880.957 I common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
0.06.989.563 I srv load_model: initializing slots, n_slots = 1
0.07.035.248 W srv load_model: speculative decoding will use checkpoints
0.07.035.265 W common_speculative_init: no implementations specified for speculative decoding
0.07.035.267 I slot load_model: id 0 | task -1 | new slot, n_ctx = 16384
0.07.035.433 I srv load_model: prompt cache is enabled, size limit: 8192 MiB
0.07.035.436 I srv load_model: use `--cache-ram 0` to disable the prompt cache
0.07.035.437 I srv load_model: for more info see https://github.com/ggml-org/llama.cpp/pull/16391
0.07.035.437 I srv load_model: context checkpoints enabled, max = 32, min spacing = 256
0.07.035.465 I srv init: idle slots will be saved to prompt cache upon starting a new task
0.07.055.856 I init: chat template, example_format: '<|im_start|>system
Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.
You are a helpful assistant<|im_end|>
<|im_start|>user
Hello<|im_end|>
<|im_start|>assistant
<think>
</think>
Hi there<|im_end|>
<|im_start|>user
How are you?<|im_end|>
<|im_start|>assistant
<think>
'
0.07.071.432 I srv init: init: chat template, thinking = 1
0.07.071.480 I srv llama_server: model loaded
0.07.071.485 I srv llama_server: server is listening on http://127.0.0.1:8291
0.07.071.492 I srv update_slots: all slots are idle
0.08.126.574 I srv params_from_: Chat format: peg-native
0.08.126.847 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = -1
0.08.126.852 I srv get_availabl: updating prompt cache
0.08.126.863 I srv load: - looking for better prompt, base f_keep = -1.000, sim = 0.000
0.08.126.871 I srv update: - cache state: 0 prompts, 0.000 MiB (limits: 8192.000 MiB, 16384 tokens, 8589934592 est)
0.08.126.872 I srv get_availabl: prompt cache update took 0.02 ms
0.08.127.019 I slot launch_slot_: id 0 | task 0 | processing task, is_child = 0
0.08.307.164 I slot create_check: id 0 | task 0 | created context checkpoint 1 of 32 (pos_min = 62, pos_max = 62, n_tokens = 63, size = 149.626 MiB)
0.08.856.605 I slot print_timing: id 0 | task 0 | prompt eval time = 234.43 ms / 67 tokens ( 3.50 ms per token, 285.80 tokens per second)
0.08.856.611 I slot print_timing: id 0 | task 0 | eval time = 495.12 ms / 7 tokens ( 70.73 ms per token, 14.14 tokens per second)
0.08.856.611 I slot print_timing: id 0 | task 0 | total time = 729.55 ms / 74 tokens
0.08.856.617 I slot print_timing: id 0 | task 0 | graphs reused = 6
0.08.856.666 I slot release: id 0 | task 0 | stop processing: n_tokens = 73, truncated = 0
0.08.856.672 I srv update_slots: all slots are idle
0.08.893.286 I srv params_from_: Chat format: peg-native
0.08.893.538 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.238 (> 0.100 thold), f_keep = 0.205
0.08.893.541 I srv get_availabl: updating prompt cache
0.08.893.573 W srv prompt_save: - saving prompt with length 73, total state size = 152.052 MiB (draft: 0.000 MiB)
0.09.090.998 I srv load: - looking for better prompt, base f_keep = 0.205, sim = 0.238
0.09.091.009 I srv update: - cache state: 1 prompts, 301.678 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.09.091.010 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.09.091.012 I srv get_availabl: prompt cache update took 197.47 ms
0.09.091.118 I slot launch_slot_: id 0 | task 9 | processing task, is_child = 0
0.09.091.131 W slot update_slots: id 0 | task 9 | erased invalidated context checkpoint (pos_min = 62, pos_max = 62, n_tokens = 63, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.09.216.395 I slot create_check: id 0 | task 9 | created context checkpoint 1 of 32 (pos_min = 58, pos_max = 58, n_tokens = 59, size = 149.626 MiB)
0.09.788.613 I slot print_timing: id 0 | task 9 | prompt eval time = 177.51 ms / 63 tokens ( 2.82 ms per token, 354.91 tokens per second)
0.09.788.619 I slot print_timing: id 0 | task 9 | eval time = 519.97 ms / 9 tokens ( 57.77 ms per token, 17.31 tokens per second)
0.09.788.620 I slot print_timing: id 0 | task 9 | total time = 697.47 ms / 72 tokens
0.09.788.621 I slot print_timing: id 0 | task 9 | graphs reused = 13
0.09.788.644 I slot release: id 0 | task 9 | stop processing: n_tokens = 71, truncated = 0
0.09.788.653 I srv update_slots: all slots are idle
0.09.822.238 I srv params_from_: Chat format: peg-native
0.09.822.484 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.227 (> 0.100 thold), f_keep = 0.211
0.09.822.487 I srv get_availabl: updating prompt cache
0.09.822.515 W srv prompt_save: - saving prompt with length 71, total state size = 151.985 MiB (draft: 0.000 MiB)
0.10.015.448 I srv load: - looking for better prompt, base f_keep = 0.211, sim = 0.227
0.10.015.461 I srv update: - cache state: 2 prompts, 603.289 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.10.015.462 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.10.015.463 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.10.015.464 I srv get_availabl: prompt cache update took 192.98 ms
0.10.015.567 I slot launch_slot_: id 0 | task 20 | processing task, is_child = 0
0.10.015.580 W slot update_slots: id 0 | task 20 | erased invalidated context checkpoint (pos_min = 58, pos_max = 58, n_tokens = 59, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.10.140.428 I slot create_check: id 0 | task 20 | created context checkpoint 1 of 32 (pos_min = 61, pos_max = 61, n_tokens = 62, size = 149.626 MiB)
0.10.758.420 I slot print_timing: id 0 | task 20 | prompt eval time = 176.22 ms / 66 tokens ( 2.67 ms per token, 374.53 tokens per second)
0.10.758.427 I slot print_timing: id 0 | task 20 | eval time = 566.61 ms / 10 tokens ( 56.66 ms per token, 17.65 tokens per second)
0.10.758.428 I slot print_timing: id 0 | task 20 | total time = 742.83 ms / 76 tokens
0.10.758.429 I slot print_timing: id 0 | task 20 | graphs reused = 21
0.10.758.456 I slot release: id 0 | task 20 | stop processing: n_tokens = 75, truncated = 0
0.10.758.465 I srv update_slots: all slots are idle
0.10.791.667 I srv params_from_: Chat format: peg-native
0.10.791.900 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17578849126
0.10.791.902 I srv get_availabl: updating prompt cache
0.10.791.928 W srv prompt_save: - saving prompt with length 75, total state size = 152.118 MiB (draft: 0.000 MiB)
0.10.985.721 I srv load: - looking for better prompt, base f_keep = 0.040, sim = 0.036
0.10.985.733 I srv update: - cache state: 3 prompts, 905.034 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.10.985.734 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.10.985.735 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.10.985.735 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.10.985.737 I srv get_availabl: prompt cache update took 193.83 ms
0.10.985.838 I slot launch_slot_: id 0 | task 32 | processing task, is_child = 0
0.10.985.851 W slot update_slots: id 0 | task 32 | erased invalidated context checkpoint (pos_min = 61, pos_max = 61, n_tokens = 62, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.11.126.829 I slot create_check: id 0 | task 32 | created context checkpoint 1 of 32 (pos_min = 78, pos_max = 78, n_tokens = 79, size = 149.626 MiB)
0.13.613.109 I slot print_timing: id 0 | task 32 | prompt eval time = 192.40 ms / 83 tokens ( 2.32 ms per token, 431.39 tokens per second)
0.13.613.115 I slot print_timing: id 0 | task 32 | eval time = 2434.85 ms / 49 tokens ( 49.69 ms per token, 20.12 tokens per second)
0.13.613.115 I slot print_timing: id 0 | task 32 | total time = 2627.25 ms / 132 tokens
0.13.613.116 I slot print_timing: id 0 | task 32 | graphs reused = 68
0.13.613.143 I slot release: id 0 | task 32 | stop processing: n_tokens = 131, truncated = 0
0.13.613.153 I srv update_slots: all slots are idle
0.13.639.459 I srv params_from_: Chat format: peg-native
0.13.639.631 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17581703813
0.13.639.634 I srv get_availabl: updating prompt cache
0.13.639.678 W srv prompt_save: - saving prompt with length 131, total state size = 153.979 MiB (draft: 0.000 MiB)
0.13.837.864 I srv load: - looking for better prompt, base f_keep = 0.023, sim = 0.046
0.13.837.874 I srv update: - cache state: 4 prompts, 1208.638 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.13.837.875 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.13.837.876 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.13.837.876 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.13.837.877 I srv update: - prompt 0x5eec2be6aa20: 131 tokens, checkpoints: 1, 303.605 MiB
0.13.837.878 I srv get_availabl: prompt cache update took 198.24 ms
0.13.837.981 I slot launch_slot_: id 0 | task 83 | processing task, is_child = 0
0.13.837.993 W slot update_slots: id 0 | task 83 | erased invalidated context checkpoint (pos_min = 78, pos_max = 78, n_tokens = 79, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.13.962.032 I slot create_check: id 0 | task 83 | created context checkpoint 1 of 32 (pos_min = 60, pos_max = 60, n_tokens = 61, size = 149.626 MiB)
0.14.600.180 I slot print_timing: id 0 | task 83 | prompt eval time = 175.58 ms / 65 tokens ( 2.70 ms per token, 370.20 tokens per second)
0.14.600.187 I slot print_timing: id 0 | task 83 | eval time = 586.60 ms / 12 tokens ( 48.88 ms per token, 20.46 tokens per second)
0.14.600.188 I slot print_timing: id 0 | task 83 | total time = 762.18 ms / 77 tokens
0.14.600.189 I slot print_timing: id 0 | task 83 | graphs reused = 78
0.14.600.219 I slot release: id 0 | task 83 | stop processing: n_tokens = 76, truncated = 0
0.14.600.229 I srv update_slots: all slots are idle
0.14.624.546 I srv params_from_: Chat format: peg-native
0.14.624.711 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17582690889
0.14.624.713 I srv get_availabl: updating prompt cache
0.14.624.741 W srv prompt_save: - saving prompt with length 76, total state size = 152.151 MiB (draft: 0.000 MiB)
0.14.819.901 I srv load: - looking for better prompt, base f_keep = 0.039, sim = 0.039
0.14.819.907 I srv load: - found better prompt with f_keep = 0.260, sim = 0.442
0.14.868.634 I srv update: - cache state: 4 prompts, 1206.811 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.14.868.640 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.14.868.641 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.14.868.642 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.14.868.642 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.14.868.644 I srv get_availabl: prompt cache update took 243.93 ms
0.14.868.755 I slot launch_slot_: id 0 | task 97 | processing task, is_child = 0
0.14.868.768 W slot update_slots: id 0 | task 97 | erased invalidated context checkpoint (pos_min = 78, pos_max = 78, n_tokens = 79, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.15.006.658 I slot create_check: id 0 | task 97 | created context checkpoint 1 of 32 (pos_min = 72, pos_max = 72, n_tokens = 73, size = 149.626 MiB)
0.16.052.570 I slot print_timing: id 0 | task 97 | prompt eval time = 189.31 ms / 77 tokens ( 2.46 ms per token, 406.75 tokens per second)
0.16.052.576 I slot print_timing: id 0 | task 97 | eval time = 994.49 ms / 24 tokens ( 41.44 ms per token, 24.13 tokens per second)
0.16.052.576 I slot print_timing: id 0 | task 97 | total time = 1183.80 ms / 101 tokens
0.16.052.577 I slot print_timing: id 0 | task 97 | graphs reused = 100
0.16.052.608 I slot release: id 0 | task 97 | stop processing: n_tokens = 100, truncated = 0
0.16.052.618 I srv update_slots: all slots are idle
0.16.082.886 I srv params_from_: Chat format: peg-native
0.16.083.091 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.393 (> 0.100 thold), f_keep = 0.350
0.16.083.095 I srv get_availabl: updating prompt cache
0.16.083.139 W srv prompt_save: - saving prompt with length 100, total state size = 152.949 MiB (draft: 0.000 MiB)
0.16.279.678 I srv load: - looking for better prompt, base f_keep = 0.350, sim = 0.393
0.16.279.692 I srv update: - cache state: 5 prompts, 1509.386 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.16.279.694 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.16.279.694 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.16.279.695 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.16.279.696 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.16.279.696 I srv update: - prompt 0x5eec28c1ef60: 100 tokens, checkpoints: 1, 302.575 MiB
0.16.279.698 I srv get_availabl: prompt cache update took 196.60 ms
0.16.279.807 I slot launch_slot_: id 0 | task 123 | processing task, is_child = 0
0.16.279.820 W slot update_slots: id 0 | task 123 | erased invalidated context checkpoint (pos_min = 72, pos_max = 72, n_tokens = 73, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.16.571.284 I slot create_check: id 0 | task 123 | created context checkpoint 1 of 32 (pos_min = 84, pos_max = 84, n_tokens = 85, size = 149.626 MiB)
0.18.716.297 I slot print_timing: id 0 | task 123 | prompt eval time = 342.94 ms / 89 tokens ( 3.85 ms per token, 259.52 tokens per second)
0.18.716.302 I slot print_timing: id 0 | task 123 | eval time = 2093.53 ms / 50 tokens ( 41.87 ms per token, 23.88 tokens per second)
0.18.716.303 I slot print_timing: id 0 | task 123 | total time = 2436.47 ms / 139 tokens
0.18.716.304 I slot print_timing: id 0 | task 123 | graphs reused = 148
0.18.716.339 I slot release: id 0 | task 123 | stop processing: n_tokens = 138, truncated = 0
0.18.716.349 I srv update_slots: all slots are idle
0.18.752.600 I srv params_from_: Chat format: peg-native
0.18.752.838 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17586807009
0.18.752.841 I srv get_availabl: updating prompt cache
0.18.752.875 W srv prompt_save: - saving prompt with length 138, total state size = 154.211 MiB (draft: 0.000 MiB)
0.18.954.247 I srv load: - looking for better prompt, base f_keep = 0.022, sim = 0.050
0.18.954.263 I srv update: - cache state: 6 prompts, 1813.223 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.18.954.264 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.18.954.265 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.18.954.265 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.18.954.266 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.18.954.267 I srv update: - prompt 0x5eec28c1ef60: 100 tokens, checkpoints: 1, 302.575 MiB
0.18.954.267 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.18.954.268 I srv get_availabl: prompt cache update took 201.43 ms
0.18.954.380 I slot launch_slot_: id 0 | task 175 | processing task, is_child = 0
0.18.954.393 W slot update_slots: id 0 | task 175 | erased invalidated context checkpoint (pos_min = 84, pos_max = 84, n_tokens = 85, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.19.077.614 I slot create_check: id 0 | task 175 | created context checkpoint 1 of 32 (pos_min = 55, pos_max = 55, n_tokens = 56, size = 149.626 MiB)
0.19.554.931 I slot print_timing: id 0 | task 175 | prompt eval time = 174.65 ms / 60 tokens ( 2.91 ms per token, 343.54 tokens per second)
0.19.554.940 I slot print_timing: id 0 | task 175 | eval time = 425.88 ms / 9 tokens ( 47.32 ms per token, 21.13 tokens per second)
0.19.554.941 I slot print_timing: id 0 | task 175 | total time = 600.53 ms / 69 tokens
0.19.554.942 I slot print_timing: id 0 | task 175 | graphs reused = 155
0.19.554.977 I slot release: id 0 | task 175 | stop processing: n_tokens = 68, truncated = 0
0.19.554.993 I srv update_slots: all slots are idle
0.19.588.503 I srv params_from_: Chat format: peg-native
0.19.588.744 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.183 (> 0.100 thold), f_keep = 0.221
0.19.588.748 I srv get_availabl: updating prompt cache
0.19.588.790 W srv prompt_save: - saving prompt with length 68, total state size = 151.886 MiB (draft: 0.000 MiB)
0.19.782.428 I srv load: - looking for better prompt, base f_keep = 0.221, sim = 0.183
0.19.782.444 I srv update: - cache state: 7 prompts, 2114.735 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.19.782.446 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.19.782.446 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.19.782.447 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.19.782.448 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.19.782.448 I srv update: - prompt 0x5eec28c1ef60: 100 tokens, checkpoints: 1, 302.575 MiB
0.19.782.449 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.19.782.449 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.19.782.451 I srv get_availabl: prompt cache update took 193.70 ms
0.19.782.552 I slot launch_slot_: id 0 | task 186 | processing task, is_child = 0
0.19.782.565 W slot update_slots: id 0 | task 186 | erased invalidated context checkpoint (pos_min = 55, pos_max = 55, n_tokens = 56, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.19.931.734 I slot create_check: id 0 | task 186 | created context checkpoint 1 of 32 (pos_min = 77, pos_max = 77, n_tokens = 78, size = 149.626 MiB)
0.20.696.530 I slot print_timing: id 0 | task 186 | prompt eval time = 200.58 ms / 82 tokens ( 2.45 ms per token, 408.82 tokens per second)
0.20.696.536 I slot print_timing: id 0 | task 186 | eval time = 713.38 ms / 16 tokens ( 44.59 ms per token, 22.43 tokens per second)
0.20.696.537 I slot print_timing: id 0 | task 186 | total time = 913.96 ms / 98 tokens
0.20.696.537 I slot print_timing: id 0 | task 186 | graphs reused = 169
0.20.696.570 I slot release: id 0 | task 186 | stop processing: n_tokens = 97, truncated = 0
0.20.696.584 I srv update_slots: all slots are idle
0.20.723.059 I srv params_from_: Chat format: peg-native
0.20.723.285 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17588787240
0.20.723.288 I srv get_availabl: updating prompt cache
0.20.723.343 W srv prompt_save: - saving prompt with length 97, total state size = 152.849 MiB (draft: 0.000 MiB)
0.20.930.627 I srv load: - looking for better prompt, base f_keep = 0.031, sim = 0.033
0.20.930.635 I srv load: - found better prompt with f_keep = 0.340, sim = 0.374
0.20.980.684 I srv update: - cache state: 7 prompts, 2114.635 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.20.980.690 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.20.980.691 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.20.980.692 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.20.980.692 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.20.980.693 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.20.980.693 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.20.980.694 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.20.980.695 I srv get_availabl: prompt cache update took 257.41 ms
0.20.980.807 I slot launch_slot_: id 0 | task 204 | processing task, is_child = 0
0.20.980.820 W slot update_slots: id 0 | task 204 | erased invalidated context checkpoint (pos_min = 72, pos_max = 72, n_tokens = 73, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.21.132.065 I slot create_check: id 0 | task 204 | created context checkpoint 1 of 32 (pos_min = 86, pos_max = 86, n_tokens = 87, size = 149.626 MiB)
0.22.111.656 I slot print_timing: id 0 | task 204 | prompt eval time = 202.75 ms / 91 tokens ( 2.23 ms per token, 448.82 tokens per second)
0.22.111.663 I slot print_timing: id 0 | task 204 | eval time = 928.08 ms / 23 tokens ( 40.35 ms per token, 24.78 tokens per second)
0.22.111.664 I slot print_timing: id 0 | task 204 | total time = 1130.83 ms / 114 tokens
0.22.111.665 I slot print_timing: id 0 | task 204 | graphs reused = 190
0.22.111.693 I slot release: id 0 | task 204 | stop processing: n_tokens = 113, truncated = 0
0.22.111.704 I srv update_slots: all slots are idle
0.22.147.437 I srv params_from_: Chat format: peg-native
0.22.147.666 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17590202363
0.22.147.668 I srv get_availabl: updating prompt cache
0.22.147.696 W srv prompt_save: - saving prompt with length 113, total state size = 153.381 MiB (draft: 0.000 MiB)
0.22.343.715 I srv load: - looking for better prompt, base f_keep = 0.027, sim = 0.024
0.22.343.729 I srv update: - cache state: 8 prompts, 2417.642 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.22.343.730 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.22.343.731 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.22.343.731 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.22.343.732 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.22.343.733 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.22.343.733 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.22.343.734 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.22.343.734 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.22.343.736 I srv get_availabl: prompt cache update took 196.07 ms
0.22.343.838 I slot launch_slot_: id 0 | task 229 | processing task, is_child = 0
0.22.343.848 W slot update_slots: id 0 | task 229 | erased invalidated context checkpoint (pos_min = 86, pos_max = 86, n_tokens = 87, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.22.651.838 I slot create_check: id 0 | task 229 | created context checkpoint 1 of 32 (pos_min = 119, pos_max = 119, n_tokens = 120, size = 149.626 MiB)
0.26.963.729 I slot print_timing: id 0 | task 229 | n_decoded = 100, tg = 23.48 t/s
0.28.897.555 I slot print_timing: id 0 | task 229 | prompt eval time = 360.65 ms / 124 tokens ( 2.91 ms per token, 343.82 tokens per second)
0.28.897.561 I slot print_timing: id 0 | task 229 | eval time = 6193.05 ms / 140 tokens ( 44.24 ms per token, 22.61 tokens per second)
0.28.897.561 I slot print_timing: id 0 | task 229 | total time = 6553.70 ms / 264 tokens
0.28.897.562 I slot print_timing: id 0 | task 229 | graphs reused = 327
0.28.897.596 I slot release: id 0 | task 229 | stop processing: n_tokens = 263, truncated = 0
0.28.897.610 I srv update_slots: all slots are idle
0.28.949.976 I srv params_from_: Chat format: peg-native
0.28.950.212 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.129 (> 0.100 thold), f_keep = 0.046
0.28.950.216 I srv get_availabl: updating prompt cache
0.28.950.274 W srv prompt_save: - saving prompt with length 263, total state size = 158.364 MiB (draft: 0.000 MiB)
0.29.150.838 I srv load: - looking for better prompt, base f_keep = 0.046, sim = 0.129
0.29.150.850 I srv update: - cache state: 9 prompts, 2725.632 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.29.150.851 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.29.150.852 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.29.150.852 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.29.150.853 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.29.150.854 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.29.150.854 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.29.150.855 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.29.150.855 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.29.150.856 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.29.150.858 I srv get_availabl: prompt cache update took 200.64 ms
0.29.150.963 I slot launch_slot_: id 0 | task 371 | processing task, is_child = 0
0.29.150.973 W slot update_slots: id 0 | task 371 | erased invalidated context checkpoint (pos_min = 119, pos_max = 119, n_tokens = 120, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.29.301.693 I slot create_check: id 0 | task 371 | created context checkpoint 1 of 32 (pos_min = 88, pos_max = 88, n_tokens = 89, size = 149.626 MiB)
0.33.180.349 I slot print_timing: id 0 | task 371 | prompt eval time = 202.20 ms / 93 tokens ( 2.17 ms per token, 459.94 tokens per second)
0.33.180.355 I slot print_timing: id 0 | task 371 | eval time = 3827.16 ms / 94 tokens ( 40.71 ms per token, 24.56 tokens per second)
0.33.180.356 I slot print_timing: id 0 | task 371 | total time = 4029.36 ms / 187 tokens
0.33.180.356 I slot print_timing: id 0 | task 371 | graphs reused = 419
0.33.180.386 I slot release: id 0 | task 371 | stop processing: n_tokens = 186, truncated = 0
0.33.180.410 I srv update_slots: all slots are idle
0.33.230.635 I srv params_from_: Chat format: peg-native
0.33.230.863 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.138 (> 0.100 thold), f_keep = 0.065
0.33.230.866 I srv get_availabl: updating prompt cache
0.33.230.903 W srv prompt_save: - saving prompt with length 186, total state size = 155.806 MiB (draft: 0.000 MiB)
0.33.672.045 I srv load: - looking for better prompt, base f_keep = 0.065, sim = 0.138
0.33.672.057 I srv update: - cache state: 10 prompts, 3031.064 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.33.672.060 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.33.672.061 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.33.672.061 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.33.672.062 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.33.672.062 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.33.672.063 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.33.672.064 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.33.672.064 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.33.672.065 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.33.672.065 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
0.33.672.066 I srv get_availabl: prompt cache update took 441.20 ms
0.33.672.165 I slot launch_slot_: id 0 | task 467 | processing task, is_child = 0
0.33.672.179 W slot update_slots: id 0 | task 467 | erased invalidated context checkpoint (pos_min = 88, pos_max = 88, n_tokens = 89, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.33.820.761 I slot create_check: id 0 | task 467 | created context checkpoint 1 of 32 (pos_min = 82, pos_max = 82, n_tokens = 83, size = 149.626 MiB)
0.37.870.758 I slot print_timing: id 0 | task 467 | n_decoded = 100, tg = 25.01 t/s
0.39.506.677 I slot print_timing: id 0 | task 467 | prompt eval time = 200.04 ms / 87 tokens ( 2.30 ms per token, 434.92 tokens per second)
0.39.506.683 I slot print_timing: id 0 | task 467 | eval time = 5634.45 ms / 139 tokens ( 40.54 ms per token, 24.67 tokens per second)
0.39.506.683 I slot print_timing: id 0 | task 467 | total time = 5834.49 ms / 226 tokens
0.39.506.684 I slot print_timing: id 0 | task 467 | graphs reused = 556
0.39.506.710 I slot release: id 0 | task 467 | stop processing: n_tokens = 225, truncated = 0
0.39.506.722 I srv update_slots: all slots are idle
0.39.558.649 I srv params_from_: Chat format: peg-native
0.39.558.880 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.107 (> 0.100 thold), f_keep = 0.053
0.39.558.883 I srv get_availabl: updating prompt cache
0.39.558.915 W srv prompt_save: - saving prompt with length 225, total state size = 157.102 MiB (draft: 0.000 MiB)
0.39.759.090 I srv load: - looking for better prompt, base f_keep = 0.053, sim = 0.107
0.39.759.102 I srv update: - cache state: 11 prompts, 3337.792 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.39.759.103 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.39.759.104 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.39.759.104 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.39.759.105 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.39.759.105 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.39.759.106 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.39.759.106 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.39.759.107 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.39.759.108 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.39.759.109 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
0.39.759.110 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
0.39.759.116 I srv get_availabl: prompt cache update took 200.23 ms
0.39.759.215 I slot launch_slot_: id 0 | task 608 | processing task, is_child = 0
0.39.759.226 W slot update_slots: id 0 | task 608 | erased invalidated context checkpoint (pos_min = 82, pos_max = 82, n_tokens = 83, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.39.924.360 I slot create_check: id 0 | task 608 | created context checkpoint 1 of 32 (pos_min = 107, pos_max = 107, n_tokens = 108, size = 149.626 MiB)
0.44.222.228 I slot print_timing: id 0 | task 608 | n_decoded = 100, tg = 23.55 t/s
0.44.330.043 I slot print_timing: id 0 | task 608 | prompt eval time = 216.55 ms / 112 tokens ( 1.93 ms per token, 517.20 tokens per second)
0.44.330.048 I slot print_timing: id 0 | task 608 | eval time = 4354.26 ms / 103 tokens ( 42.27 ms per token, 23.65 tokens per second)
0.44.330.049 I slot print_timing: id 0 | task 608 | total time = 4570.82 ms / 215 tokens
0.44.330.050 I slot print_timing: id 0 | task 608 | graphs reused = 657
0.44.330.078 I slot release: id 0 | task 608 | stop processing: n_tokens = 214, truncated = 0
0.44.330.089 I srv update_slots: all slots are idle
0.44.372.674 I srv params_from_: Chat format: peg-native
0.44.372.871 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.136 (> 0.100 thold), f_keep = 0.056
0.44.372.875 I srv get_availabl: updating prompt cache
0.44.372.919 W srv prompt_save: - saving prompt with length 214, total state size = 156.736 MiB (draft: 0.000 MiB)
0.44.566.099 I srv load: - looking for better prompt, base f_keep = 0.056, sim = 0.136
0.44.566.113 I srv update: - cache state: 12 prompts, 3644.154 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.44.566.114 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.44.566.115 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.44.566.115 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.44.566.116 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.44.566.117 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.44.566.117 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.44.566.118 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.44.566.119 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.44.566.119 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.44.566.120 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
0.44.566.120 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
0.44.566.121 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
0.44.566.122 I srv get_availabl: prompt cache update took 193.25 ms
0.44.566.221 I slot launch_slot_: id 0 | task 713 | processing task, is_child = 0
0.44.566.230 W slot update_slots: id 0 | task 713 | erased invalidated context checkpoint (pos_min = 107, pos_max = 107, n_tokens = 108, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.44.715.414 I slot create_check: id 0 | task 713 | created context checkpoint 1 of 32 (pos_min = 83, pos_max = 83, n_tokens = 84, size = 149.626 MiB)
0.48.545.612 I slot print_timing: id 0 | task 713 | prompt eval time = 200.66 ms / 88 tokens ( 2.28 ms per token, 438.56 tokens per second)
0.48.545.618 I slot print_timing: id 0 | task 713 | eval time = 3778.72 ms / 93 tokens ( 40.63 ms per token, 24.61 tokens per second)
0.48.545.618 I slot print_timing: id 0 | task 713 | total time = 3979.38 ms / 181 tokens
0.48.545.619 I slot print_timing: id 0 | task 713 | graphs reused = 748
0.48.545.644 I slot release: id 0 | task 713 | stop processing: n_tokens = 180, truncated = 0
0.48.545.655 I srv update_slots: all slots are idle
0.48.598.404 I srv params_from_: Chat format: peg-native
0.48.598.636 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.114 (> 0.100 thold), f_keep = 0.067
0.48.598.640 I srv get_availabl: updating prompt cache
0.48.598.670 W srv prompt_save: - saving prompt with length 180, total state size = 155.607 MiB (draft: 0.000 MiB)
0.48.794.061 I srv load: - looking for better prompt, base f_keep = 0.067, sim = 0.114
0.48.794.076 I srv update: - cache state: 13 prompts, 3949.387 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.48.794.077 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.48.794.078 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.48.794.078 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.48.794.079 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.48.794.080 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.48.794.080 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.48.794.081 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.48.794.082 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.48.794.082 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.48.794.083 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
0.48.794.083 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
0.48.794.084 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
0.48.794.084 I srv update: - prompt 0x5eec28f61f10: 180 tokens, checkpoints: 1, 305.233 MiB
0.48.794.085 I srv get_availabl: prompt cache update took 195.44 ms
0.48.794.183 I slot launch_slot_: id 0 | task 808 | processing task, is_child = 0
0.48.794.192 W slot update_slots: id 0 | task 808 | erased invalidated context checkpoint (pos_min = 83, pos_max = 83, n_tokens = 84, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.48.955.909 I slot create_check: id 0 | task 808 | created context checkpoint 1 of 32 (pos_min = 100, pos_max = 100, n_tokens = 101, size = 149.626 MiB)
0.53.792.447 I slot print_timing: id 0 | task 808 | n_decoded = 100, tg = 20.90 t/s
0.56.815.549 I slot print_timing: id 0 | task 808 | n_decoded = 170, tg = 21.77 t/s
0.57.317.288 I slot print_timing: id 0 | task 808 | prompt eval time = 213.23 ms / 105 tokens ( 2.03 ms per token, 492.43 tokens per second)
0.57.317.292 I slot print_timing: id 0 | task 808 | eval time = 8309.86 ms / 184 tokens ( 45.16 ms per token, 22.14 tokens per second)
0.57.317.293 I slot print_timing: id 0 | task 808 | total time = 8523.09 ms / 289 tokens
0.57.317.294 I slot print_timing: id 0 | task 808 | graphs reused = 929
0.57.317.322 I slot release: id 0 | task 808 | stop processing: n_tokens = 288, truncated = 0
0.57.317.340 I srv update_slots: all slots are idle
0.57.368.563 I srv params_from_: Chat format: peg-native
0.57.368.797 I slot get_availabl: id 0 | task -1 | selected slot by LCP similarity, sim_best = 0.133 (> 0.100 thold), f_keep = 0.042
0.57.368.801 I srv get_availabl: updating prompt cache
0.57.368.837 W srv prompt_save: - saving prompt with length 288, total state size = 159.194 MiB (draft: 0.000 MiB)
0.57.826.960 I srv load: - looking for better prompt, base f_keep = 0.042, sim = 0.133
0.57.826.978 I srv update: - cache state: 14 prompts, 4258.207 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
0.57.826.979 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
0.57.826.980 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
0.57.826.981 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
0.57.826.982 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
0.57.826.982 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
0.57.826.983 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
0.57.826.983 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
0.57.826.984 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
0.57.826.985 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
0.57.826.985 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
0.57.826.986 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
0.57.826.987 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
0.57.826.987 I srv update: - prompt 0x5eec28f61f10: 180 tokens, checkpoints: 1, 305.233 MiB
0.57.826.988 I srv update: - prompt 0x5eec29a26d40: 288 tokens, checkpoints: 1, 308.821 MiB
0.57.826.989 I srv get_availabl: prompt cache update took 458.19 ms
0.57.827.091 I slot launch_slot_: id 0 | task 994 | processing task, is_child = 0
0.57.827.101 W slot update_slots: id 0 | task 994 | erased invalidated context checkpoint (pos_min = 100, pos_max = 100, n_tokens = 101, n_swa = 0, pos_next = 0, size = 149.626 MiB)
0.57.976.790 I slot create_check: id 0 | task 994 | created context checkpoint 1 of 32 (pos_min = 85, pos_max = 85, n_tokens = 86, size = 149.626 MiB)
1.02.257.651 I slot print_timing: id 0 | task 994 | n_decoded = 100, tg = 23.64 t/s
1.02.758.853 I slot print_timing: id 0 | task 994 | prompt eval time = 201.23 ms / 90 tokens ( 2.24 ms per token, 447.26 tokens per second)
1.02.758.858 I slot print_timing: id 0 | task 994 | eval time = 4730.52 ms / 114 tokens ( 41.50 ms per token, 24.10 tokens per second)
1.02.758.859 I slot print_timing: id 0 | task 994 | total time = 4931.75 ms / 204 tokens
1.02.758.860 I slot print_timing: id 0 | task 994 | graphs reused = 1041
1.02.758.885 I slot release: id 0 | task 994 | stop processing: n_tokens = 203, truncated = 0
1.02.758.896 I srv update_slots: all slots are idle
1.02.804.537 I srv params_from_: Chat format: peg-native
1.02.804.707 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17630849556
1.02.804.710 I srv get_availabl: updating prompt cache
1.02.804.748 W srv prompt_save: - saving prompt with length 203, total state size = 156.371 MiB (draft: 0.000 MiB)
1.03.003.785 I srv load: - looking for better prompt, base f_keep = 0.039, sim = 0.060
1.03.003.803 I srv update: - cache state: 15 prompts, 4564.204 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
1.03.003.804 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
1.03.003.805 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
1.03.003.805 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
1.03.003.806 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
1.03.003.806 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
1.03.003.807 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
1.03.003.807 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
1.03.003.808 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
1.03.003.809 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
1.03.003.809 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
1.03.003.810 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
1.03.003.810 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
1.03.003.811 I srv update: - prompt 0x5eec28f61f10: 180 tokens, checkpoints: 1, 305.233 MiB
1.03.003.811 I srv update: - prompt 0x5eec29a26d40: 288 tokens, checkpoints: 1, 308.821 MiB
1.03.003.812 I srv update: - prompt 0x5eec29abb6c0: 203 tokens, checkpoints: 1, 305.997 MiB
1.03.003.813 I srv get_availabl: prompt cache update took 199.10 ms
1.03.003.917 I slot launch_slot_: id 0 | task 1110 | processing task, is_child = 0
1.03.003.927 W slot update_slots: id 0 | task 1110 | erased invalidated context checkpoint (pos_min = 85, pos_max = 85, n_tokens = 86, n_swa = 0, pos_next = 0, size = 149.626 MiB)
1.03.220.730 I slot create_check: id 0 | task 1110 | created context checkpoint 1 of 32 (pos_min = 128, pos_max = 128, n_tokens = 129, size = 149.626 MiB)
1.07.987.942 I slot print_timing: id 0 | task 1110 | n_decoded = 100, tg = 21.21 t/s
1.11.009.700 I slot print_timing: id 0 | task 1110 | n_decoded = 170, tg = 21.97 t/s
1.13.992.799 I slot print_timing: id 0 | task 1110 | prompt eval time = 268.31 ms / 133 tokens ( 2.02 ms per token, 495.70 tokens per second)
1.13.992.805 I slot print_timing: id 0 | task 1110 | eval time = 10720.56 ms / 240 tokens ( 44.67 ms per token, 22.39 tokens per second)
1.13.992.806 I slot print_timing: id 0 | task 1110 | total time = 10988.87 ms / 373 tokens
1.13.992.807 I slot print_timing: id 0 | task 1110 | graphs reused = 1278
1.13.992.841 I slot release: id 0 | task 1110 | stop processing: n_tokens = 372, truncated = 0
1.13.992.855 I srv update_slots: all slots are idle
1.14.034.963 I srv params_from_: Chat format: peg-native
1.14.035.131 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17642083512
1.14.035.134 I srv get_availabl: updating prompt cache
1.14.035.176 W srv prompt_save: - saving prompt with length 372, total state size = 161.985 MiB (draft: 0.000 MiB)
1.14.223.991 I srv load: - looking for better prompt, base f_keep = 0.022, sim = 0.075
1.14.224.007 I srv update: - cache state: 16 prompts, 4875.815 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
1.14.224.008 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
1.14.224.009 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
1.14.224.009 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
1.14.224.010 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
1.14.224.010 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
1.14.224.011 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
1.14.224.012 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
1.14.224.012 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
1.14.224.013 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
1.14.224.013 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
1.14.224.014 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
1.14.224.015 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
1.14.224.016 I srv update: - prompt 0x5eec28f61f10: 180 tokens, checkpoints: 1, 305.233 MiB
1.14.224.019 I srv update: - prompt 0x5eec29a26d40: 288 tokens, checkpoints: 1, 308.821 MiB
1.14.224.020 I srv update: - prompt 0x5eec29abb6c0: 203 tokens, checkpoints: 1, 305.997 MiB
1.14.224.021 I srv update: - prompt 0x5eec289e49c0: 372 tokens, checkpoints: 1, 311.611 MiB
1.14.224.022 I srv get_availabl: prompt cache update took 188.89 ms
1.14.224.134 I slot launch_slot_: id 0 | task 1352 | processing task, is_child = 0
1.14.224.146 W slot update_slots: id 0 | task 1352 | erased invalidated context checkpoint (pos_min = 128, pos_max = 128, n_tokens = 129, n_swa = 0, pos_next = 0, size = 149.626 MiB)
1.14.620.133 I slot create_check: id 0 | task 1352 | created context checkpoint 1 of 32 (pos_min = 101, pos_max = 101, n_tokens = 102, size = 149.626 MiB)
1.16.903.936 I slot print_timing: id 0 | task 1352 | prompt eval time = 447.84 ms / 106 tokens ( 4.22 ms per token, 236.69 tokens per second)
1.16.903.941 I slot print_timing: id 0 | task 1352 | eval time = 2231.95 ms / 54 tokens ( 41.33 ms per token, 24.19 tokens per second)
1.16.903.942 I slot print_timing: id 0 | task 1352 | total time = 2679.78 ms / 160 tokens
1.16.903.943 I slot print_timing: id 0 | task 1352 | graphs reused = 1330
1.16.903.974 I slot release: id 0 | task 1352 | stop processing: n_tokens = 159, truncated = 0
1.16.903.986 I srv update_slots: all slots are idle
1.16.947.893 I srv params_from_: Chat format: peg-native
1.16.948.090 I slot get_availabl: id 0 | task -1 | selected slot by LRU, t_last = 17644994644
1.16.948.094 I srv get_availabl: updating prompt cache
1.16.948.133 W srv prompt_save: - saving prompt with length 159, total state size = 154.909 MiB (draft: 0.000 MiB)
1.17.142.930 I srv load: - looking for better prompt, base f_keep = 0.075, sim = 0.094
1.17.142.947 I srv update: - cache state: 17 prompts, 5180.350 MiB (limits: 8192.000 MiB, 16384 tokens, 16384 est)
1.17.142.948 I srv update: - prompt 0x5eec29761e40: 73 tokens, checkpoints: 1, 301.678 MiB
1.17.142.949 I srv update: - prompt 0x5eec292ae2a0: 71 tokens, checkpoints: 1, 301.611 MiB
1.17.142.950 I srv update: - prompt 0x5eec28a29f50: 75 tokens, checkpoints: 1, 301.744 MiB
1.17.142.950 I srv update: - prompt 0x5eec298be250: 76 tokens, checkpoints: 1, 301.778 MiB
1.17.142.951 I srv update: - prompt 0x5eec28c5de00: 138 tokens, checkpoints: 1, 303.837 MiB
1.17.142.952 I srv update: - prompt 0x5eec2be6d230: 68 tokens, checkpoints: 1, 301.512 MiB
1.17.142.952 I srv update: - prompt 0x5eec2af70280: 97 tokens, checkpoints: 1, 302.475 MiB
1.17.142.953 I srv update: - prompt 0x5eec2953e190: 113 tokens, checkpoints: 1, 303.007 MiB
1.17.142.954 I srv update: - prompt 0x5eec295fa0c0: 263 tokens, checkpoints: 1, 307.990 MiB
1.17.142.956 I srv update: - prompt 0x5eec29a29190: 186 tokens, checkpoints: 1, 305.432 MiB
1.17.142.958 I srv update: - prompt 0x5eec28a26500: 225 tokens, checkpoints: 1, 306.728 MiB
1.17.142.958 I srv update: - prompt 0x5eec2c49e560: 214 tokens, checkpoints: 1, 306.362 MiB
1.17.142.959 I srv update: - prompt 0x5eec28f61f10: 180 tokens, checkpoints: 1, 305.233 MiB
1.17.142.959 I srv update: - prompt 0x5eec29a26d40: 288 tokens, checkpoints: 1, 308.821 MiB
1.17.142.960 I srv update: - prompt 0x5eec29abb6c0: 203 tokens, checkpoints: 1, 305.997 MiB
1.17.142.960 I srv update: - prompt 0x5eec289e49c0: 372 tokens, checkpoints: 1, 311.611 MiB
1.17.142.961 I srv update: - prompt 0x5eec28a68b20: 159 tokens, checkpoints: 1, 304.535 MiB
1.17.142.962 I srv get_availabl: prompt cache update took 194.87 ms
1.17.143.057 I slot launch_slot_: id 0 | task 1408 | processing task, is_child = 0
1.17.143.067 W slot update_slots: id 0 | task 1408 | erased invalidated context checkpoint (pos_min = 101, pos_max = 101, n_tokens = 102, n_swa = 0, pos_next = 0, size = 149.626 MiB)
1.17.320.236 I slot create_check: id 0 | task 1408 | created context checkpoint 1 of 32 (pos_min = 122, pos_max = 122, n_tokens = 123, size = 149.626 MiB)
1.21.724.665 I slot print_timing: id 0 | task 1408 | n_decoded = 100, tg = 23.91 t/s
1.24.758.060 I slot print_timing: id 0 | task 1408 | n_decoded = 171, tg = 23.70 t/s
1.25.826.639 I slot print_timing: id 0 | task 1408 | prompt eval time = 399.19 ms / 127 tokens ( 3.14 ms per token, 318.15 tokens per second)
1.25.826.644 I slot print_timing: id 0 | task 1408 | eval time = 8284.38 ms / 197 tokens ( 42.05 ms per token, 23.78 tokens per second)
1.25.826.644 I slot print_timing: id 0 | task 1408 | total time = 8683.57 ms / 324 tokens
1.25.826.645 I slot print_timing: id 0 | task 1408 | graphs reused = 1524
1.25.826.684 I slot release: id 0 | task 1408 | stop processing: n_tokens = 323, truncated = 0
1.25.826.696 I srv update_slots: all slots are idle
1.25.906.963 I srv operator(): operator(): cleaning up before exit...
|