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.gitattributes

@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 deployment/controller.v25q filter=lfs diff=lfs merge=lfs -text
 deployment/codons.u8 filter=lfs diff=lfs merge=lfs -text
+results/controller.z085.v25q filter=lfs diff=lfs merge=lfs -text

results/compression_quality.json

@@ -0,0 +1,19 @@
+{
+  "MiB": 186.57437229156494,
+  "base_validation_ce": 5.246978402137756,
+  "compressed_validation_ce": 10.198883056640625,
+  "decimal_MB": 195.637409,
+  "effective_bits_per_param": 0.7828416288819984,
+  "hard_cap_bytes": 204472320,
+  "logical_params": 1999254018,
+  "metadata_bytes": 336359,
+  "payload_bytes": 195301050,
+  "preferred_quality_gate": false,
+  "total_file_bytes": 195637409,
+  "under_195_MiB": true,
+  "validation_batch_size": 4,
+  "validation_batches": 8,
+  "validation_ce_delta": 4.951904654502869,
+  "validation_file": "/root/dna/validation.u16",
+  "validation_sequence_length": 512
+}

results/compression_quality.log

@@ -0,0 +1 @@
+{"MiB": 186.57437229156494, "base_validation_ce": 5.246978402137756, "compressed_validation_ce": 10.198883056640625, "decimal_MB": 195.637409, "effective_bits_per_param": 0.7828416288819984, "hard_cap_bytes": 204472320, "logical_params": 1999254018, "metadata_bytes": 336359, "payload_bytes": 195301050, "preferred_quality_gate": false, "total_file_bytes": 195637409, "under_195_MiB": true, "validation_batch_size": 4, "validation_batches": 8, "validation_ce_delta": 4.951904654502869, "validation_file": "/root/dna/validation.u16", "validation_sequence_length": 512}

results/compression_quality_z085.json

@@ -0,0 +1,19 @@
+{
+  "MiB": 234.2895746231079,
+  "base_validation_ce": 5.246978402137756,
+  "compressed_validation_ce": 12.044321060180664,
+  "decimal_MB": 245.670425,
+  "effective_bits_per_param": 0.983048368193901,
+  "hard_cap_bytes": 204472320,
+  "logical_params": 1999254018,
+  "metadata_bytes": 336360,
+  "payload_bytes": 245334065,
+  "preferred_quality_gate": false,
+  "total_file_bytes": 245670425,
+  "under_195_MiB": false,
+  "validation_batch_size": 4,
+  "validation_batches": 8,
+  "validation_ce_delta": 6.797342658042908,
+  "validation_file": "/root/dna/validation.u16",
+  "validation_sequence_length": 512
+}

results/compression_quality_z085.log

@@ -0,0 +1 @@
+{"MiB": 234.2895746231079, "base_validation_ce": 5.246978402137756, "compressed_validation_ce": 12.044321060180664, "decimal_MB": 245.670425, "effective_bits_per_param": 0.983048368193901, "hard_cap_bytes": 204472320, "logical_params": 1999254018, "metadata_bytes": 336360, "payload_bytes": 245334065, "preferred_quality_gate": false, "total_file_bytes": 245670425, "under_195_MiB": false, "validation_batch_size": 4, "validation_batches": 8, "validation_ce_delta": 6.797342658042908, "validation_file": "/root/dna/validation.u16", "validation_sequence_length": 512}

results/controller.z085.v25q

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efa9f53e7455d9a35c9280b216667617e7d586b3f89b4cc4461c1f3fbca7887e
+size 245670425

results/export.log

@@ -0,0 +1,13 @@
+{
+  "MiB": 186.57437229156494,
+  "decimal_MB": 195.637409,
+  "effective_bits_per_param": 0.7828416288819984,
+  "hard_cap_bytes": 204472320,
+  "hard_density_pass": true,
+  "logical_params": 1999254018,
+  "metadata_bytes": 336359,
+  "payload_bytes": 195301050,
+  "target_density_pass": true,
+  "total_file_bytes": 195637409,
+  "under_195_MiB": true
+}

results/export_z085.log

@@ -0,0 +1,13 @@
+{
+  "MiB": 234.2895746231079,
+  "decimal_MB": 245.670425,
+  "effective_bits_per_param": 0.983048368193901,
+  "hard_cap_bytes": 204472320,
+  "hard_density_pass": false,
+  "logical_params": 1999254018,
+  "metadata_bytes": 336360,
+  "payload_bytes": 245334065,
+  "target_density_pass": false,
+  "total_file_bytes": 245670425,
+  "under_195_MiB": false
+}

results/humaneval.jsonl.meta.json

@@ -0,0 +1,10 @@
+{
+  "dataset": "humaneval",
+  "samples": 164,
+  "full_dataset": true,
+  "generation": "greedy",
+  "max_new_tokens": 512,
+  "checkpoint": "/root/dna/results/v25-sft/sft.pt",
+  "model_module": "model_dna_peer_v25",
+  "adapter_module": null
+}

results/mbpp.jsonl.meta.json

@@ -0,0 +1,10 @@
+{
+  "dataset": "mbpp",
+  "samples": 378,
+  "full_dataset": true,
+  "generation": "greedy",
+  "max_new_tokens": 512,
+  "checkpoint": "/root/dna/results/v25-sft/sft.pt",
+  "model_module": "model_dna_peer_v25",
+  "adapter_module": null
+}

results/model_metadata.json

@@ -0,0 +1,10 @@
+{
+  "logical_parameters": 1999254018,
+  "active_parameters_per_token": 40189952,
+  "checkpoint_bytes": 195637409,
+  "effective_bits_per_parameter": 0.7828416288819984,
+  "under_195_MiB": true,
+  "compression_validation_ce_delta": 4.951904654502869,
+  "compression_quality_gate": false,
+  "external_codon_table_bytes": 536870912
+}

results/odirect.json

@@ -0,0 +1 @@
+{"result_kind":"page_lookup_benchmark","metric_kind":"page_lookup_per_second","format":"V25PG01","format_version":1,"file_bytes":67112960,"page_bytes":4096,"page_count":16384,"data_offset":4096,"useful_bytes_hint":3000,"logical_params":0,"reads":100000,"warmup_reads":4096,"page_lookups_per_second":9276.357,"tok_per_second":null,"latency_p50_us":58.041,"latency_p95_us":206.685,"requested_bytes_per_lookup":4096,"useful_bytes_per_lookup":3000.000,"requested_bytes_per_token":null,"useful_bytes_per_token":null,"io_alignment_bytes":4096,"rss_mb":2.262,"peak_rss_mb":2.262,"odirect_requested":true,"odirect_descriptor_flag":true,"odirect_aligned_probe_passed":true,"buffered_fallback":false,"nvme_resolved":false,"storage_qualified":false,"test_override":true,"device_major":0,"device_minor":44,"device_sysfs":"unresolved","storage_model":"","storage_rotational":"","filesystem":"overlayfs","filesystem_magic":"0x794c7630","kernel":"6.8.0-94-generic","machine":"x86_64","cpu_model":"AMD EPYC 7R32 48-Core Processor","online_cpus":96,"seed":1,"verify_mode":"all"}

results/probe.log

@@ -0,0 +1,12 @@
+{"MiB": 133.91399478912354, "bpw": 0.5618855822652147, "dense_payload_bytes": 2683334, "estimated_bytes": 140419001, "rows_per_page": 4096, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.94}
+{"MiB": 134.82213687896729, "bpw": 0.5656960275270033, "dense_payload_bytes": 2683334, "estimated_bytes": 141371257, "rows_per_page": 1024, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.94}
+{"MiB": 137.54780197143555, "bpw": 0.5771325612511536, "dense_payload_bytes": 2683334, "estimated_bytes": 144229324, "rows_per_page": 256, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.94}
+{"MiB": 159.26583671569824, "bpw": 0.6682585904399068, "dense_payload_bytes": 3236190, "estimated_bytes": 167002334, "rows_per_page": 4096, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.92}
+{"MiB": 160.34370040893555, "bpw": 0.6727811653196337, "dense_payload_bytes": 3236190, "estimated_bytes": 168132556, "rows_per_page": 1024, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.92}
+{"MiB": 163.65838527679443, "bpw": 0.686689148872327, "dense_payload_bytes": 3236190, "estimated_bytes": 171608255, "rows_per_page": 256, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.92}
+{"MiB": 184.04533863067627, "bpw": 0.7722301348902428, "dense_payload_bytes": 3750220, "estimated_bytes": 192985525, "rows_per_page": 4096, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.9}
+{"MiB": 185.20437717437744, "bpw": 0.7770933088103464, "dense_payload_bytes": 3750220, "estimated_bytes": 194200865, "rows_per_page": 1024, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.9}
+{"MiB": 189.2843017578125, "bpw": 0.7942121379795571, "dense_payload_bytes": 3750220, "estimated_bytes": 198478976, "rows_per_page": 256, "under_0.807_bpw": true, "under_195_MiB": true, "zero_fraction": 0.9}
+{"MiB": 204.40016269683838, "bpw": 0.8576363106251363, "dense_payload_bytes": 4194312, "estimated_bytes": 214329105, "rows_per_page": 4096, "under_0.807_bpw": false, "under_195_MiB": false, "zero_fraction": 0.88}
+{"MiB": 205.86681270599365, "bpw": 0.8637901819637609, "dense_payload_bytes": 4194312, "estimated_bytes": 215866999, "rows_per_page": 1024, "under_0.807_bpw": false, "under_195_MiB": false, "zero_fraction": 0.88}
+{"MiB": 210.24647331237793, "bpw": 0.8821666642262564, "dense_payload_bytes": 4194312, "estimated_bytes": 220459406, "rows_per_page": 256, "under_0.807_bpw": false, "under_195_MiB": false, "zero_fraction": 0.88}

results/publish.log

@@ -0,0 +1,495 @@
+UPLOAD checkpoints/base.pt
+
+
+
+
  .../results/v25-base/base.pt:   1%|          | 79.6MB / 8.53GB            
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+OK checkpoints/base.pt
+UPLOAD checkpoints/sft.pt
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  ...na/results/v25-sft/sft.pt:   2%|▏         |  183MB / 8.53GB            
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+
+
  ...na/results/v25-sft/sft.pt:  70%|██████▉   | 5.94GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  71%|███████▏  | 6.09GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  73%|███████▎  | 6.24GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  75%|███████▍  | 6.38GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  77%|███████▋  | 6.53GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  78%|███████▊  | 6.68GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  80%|████████  | 6.83GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  82%|████████▏ | 6.98GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  84%|████████▍ | 7.15GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  86%|████████▌ | 7.31GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  88%|████████▊ | 7.49GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  90%|████████▉ | 7.66GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  92%|█████████▏| 7.82GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  94%|█████████▎| 7.99GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  95%|█████████▌| 8.15GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt:  98%|█████████▊| 8.33GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.49GB / 8.53GB            
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.50GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.50GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.50GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.51GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.52GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.52GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.53GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|█████████▉| 8.53GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|██████████| 8.53GB / 8.53GB            
+
+
+
  ...na/results/v25-sft/sft.pt: 100%|██████████| 8.53GB / 8.53GB            
+OK checkpoints/sft.pt
+UPLOAD deployment/controller.v25q
+
+
+
+
  ...lts/final/controller.v25q:   2%|▏         | 3.71MB /  196MB            
+
+
  ...lts/final/controller.v25q:   2%|▏         | 3.71MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:   2%|▏         | 4.23MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:   3%|▎         | 5.28MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:   7%|▋         | 13.7MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  13%|█▎        | 26.4MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  19%|█▉        | 37.4MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  25%|██▌       | 49.5MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  32%|███▏      | 62.7MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  40%|███▉      | 77.5MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  46%|████▌     | 90.1MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  53%|█████▎    |  103MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  59%|█████▉    |  116MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  66%|██████▋   |  130MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  68%|██████▊   |  133MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  70%|███████   |  137MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  73%|███████▎  |  143MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  77%|███████▋  |  150MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  80%|████████  |  157MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  84%|████████▎ |  163MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  87%|████████▋ |  170MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  91%|█████████▏|  179MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  96%|█████████▌|  188MB /  196MB            
+
+
+
  ...lts/final/controller.v25q:  99%|█████████▉|  194MB /  196MB            
+
+
+
  ...lts/final/controller.v25q: 100%|█████████▉|  196MB /  196MB            
+
+
+
  ...lts/final/controller.v25q: 100%|██████████|  196MB /  196MB            
+
+
+
  ...lts/final/controller.v25q: 100%|██████████|  196MB /  196MB            
+OK deployment/controller.v25q
+UPLOAD deployment/codons.u8
+
+
+
+
  ...a/results/final/codons.u8:  25%|██▌       |  136MB /  537MB            
+
+
  ...a/results/final/codons.u8:  25%|██▌       |  136MB /  537MB            
+
+
  ...a/results/final/codons.u8:  58%|█████▊    |  312MB /  537MB            
+
+
  ...a/results/final/codons.u8:  88%|████████▊ |  472MB /  537MB            
+
+
  ...a/results/final/codons.u8: 100%|█████████▉|  537MB /  537MB            
+
+
  ...a/results/final/codons.u8: 100%|██████████|  537MB /  537MB            
+
+
+
  ...a/results/final/codons.u8: 100%|██████████|  537MB /  537MB            
+OK deployment/codons.u8
+UPLOAD tokenizer.json
+OK tokenizer.json
+UPLOAD README.md
+OK README.md
+UPLOAD logs/pretraining_throughput.jsonl
+OK logs/pretraining_throughput.jsonl
+UPLOAD logs/sft_metrics.jsonl
+OK logs/sft_metrics.jsonl
+UPLOAD logs/gpu.csv
+OK logs/gpu.csv
+UPLOAD data/code_sft_revision.txt
+OK data/code_sft_revision.txt
+UPLOAD data/validation.sha256
+OK data/validation.sha256
+
+
+
+
  ...inal/controller.z085.v25q:   1%|          | 1.25MB /  246MB            
+
+
  ...inal/controller.z085.v25q:   1%|          | 1.25MB /  246MB            
+
+
  ...inal/controller.z085.v25q:   2%|▏         | 4.93MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:   4%|▎         | 8.60MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:   4%|▎         | 8.60MB /  246MB            
+
+
  ...inal/controller.z085.v25q:   4%|▍         | 10.7MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:   8%|▊         | 19.1MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  13%|█▎        | 32.8MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  19%|█▉        | 46.4MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  24%|██▍       | 60.1MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  30%|███       | 73.7MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  36%|███▌      | 89.0MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  42%|████▏     |  104MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  48%|████▊     |  118MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  54%|█████▍    |  133MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  55%|█████▍    |  135MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  58%|█████▊    |  143MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  62%|██████▏   |  151MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  67%|██████▋   |  165MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  73%|███████▎  |  178MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  78%|███████▊  |  192MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  84%|████████▎ |  206MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  90%|█████████ |  221MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  94%|█████████▍|  232MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q:  97%|█████████▋|  239MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q: 100%|█████████▉|  245MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q: 100%|██████████|  246MB /  246MB            
+
+
+
  ...inal/controller.z085.v25q: 100%|██████████|  246MB /  246MB