DiffuThink-Story-512 / evaluation.json
OthmaneW's picture
Publish DiffuThink Story 512 model bundle
c6f3061 verified
Raw History Blame Contribute Delete
9.56 kB
{
"settings": {
"source": "runs/stories-hybrid/best",
"data": "data/processed/stories-512",
"output": "runs/stories-512",
"device": "cuda",
"steps": 16000,
"batch_size": 32,
"lr": 0.00015,
"warmup": 400,
"eval_every": 1000,
"eval_samples": 256,
"seed": 45,
"expand_data": true,
"denoise_every": 10
},
"best": {
"step": 16000,
"validation_loss": 1.4868489469753141,
"parameters": 13439680,
"seen_tokens": 108397864,
"pretrained_weights": false,
"manifest": {
"dataset": "roneneldan/TinyStories",
"revision": "f54c09fd23315a6f9c86f9dc80f725de7d8f9c64",
"license": "cdla-sharing-1.0",
"source": "https://huggingface.co/datasets/roneneldan/TinyStories",
"synthetic": true,
"selection": "First unique documents in pinned source order; alternating validation/test documents",
"tokenizer_train_documents": 50000,
"vocab_size": 8192,
"max_length": 512,
"tokenizer_sha256": "c5478e3379227640a0cbf9c50d3814373d843e9418c146e43de8cc9412dd1283",
"splits": {
"train": {
"documents": 500000,
"windows": 514199,
"text_tokens": 107857284,
"complete_story_windows": 485910,
"documents_sha256": "b4876f6394b78ca3560848f22195b8e125c2872621c857148b77f93e5264cc16",
"array_sha256": "b1fde06202d29af0d1146276d8be1bb4e5ebac1e7d767f6d58a8ca43a1aa16f1"
},
"validation": {
"documents": 1000,
"windows": 1008,
"text_tokens": 187038,
"complete_story_windows": 992,
"documents_sha256": "c6c4866335d6d101e152a43617c39bc6b2f25f05be5c841b6a67a6765e6e7b08",
"array_sha256": "92d568c80995bf436d18ab320b4644c96eed757f47a263270be4303f566fd703"
},
"test": {
"documents": 1000,
"windows": 1012,
"text_tokens": 188300,
"complete_story_windows": 988,
"documents_sha256": "03d78b126a718f6be7aed5fdb09cd492f4462e0aaf717ca48f81d7349a43087d",
"array_sha256": "fb581db76905e21e777b1746b2c3ca5d3cb2c8b5462e15910c8b4e6d644250c9"
}
},
"tokenizer_source": "data/processed/stories-v2/tokenizer.json"
},
"previous_phase": {
"step": 16000,
"validation_loss": 1.6551510605712965,
"parameters": 13337280,
"seen_tokens": 71702281,
"pretrained_weights": false,
"manifest": {
"dataset": "roneneldan/TinyStories",
"revision": "f54c09fd23315a6f9c86f9dc80f725de7d8f9c64",
"license": "cdla-sharing-1.0",
"source": "https://huggingface.co/datasets/roneneldan/TinyStories",
"synthetic": true,
"selection": "First unique documents in pinned source order; alternating validation/test documents",
"tokenizer_train_documents": 50000,
"vocab_size": 8192,
"max_length": 192,
"tokenizer_sha256": "c5478e3379227640a0cbf9c50d3814373d843e9418c146e43de8cc9412dd1283",
"splits": {
"train": {
"documents": 100000,
"windows": 152676,
"text_tokens": 21134655,
"documents_sha256": "1f43bc4e6c3bcee6d06c21e44568d80c3f9071e778db95df29270383d8f5a8fc",
"array_sha256": "165b1190d164fcc930f6e659a0e21eda68ac90d702ef47d97559f8b36468a483"
},
"validation": {
"documents": 1000,
"windows": 1396,
"text_tokens": 187038,
"documents_sha256": "c6c4866335d6d101e152a43617c39bc6b2f25f05be5c841b6a67a6765e6e7b08",
"array_sha256": "21d533d2d9a67bffea750e8a6fe896ae669c54370c7a500bbaf031bccf8836cd"
},
"test": {
"documents": 1000,
"windows": 1380,
"text_tokens": 188300,
"documents_sha256": "03d78b126a718f6be7aed5fdb09cd492f4462e0aaf717ca48f81d7349a43087d",
"array_sha256": "6fe4b8906954e63f2acd6b9caa3774b171fdeb95f3b08ff11e68c7079af6d51c"
}
}
},
"previous_phase": {
"step": 6000,
"validation_loss": 2.704374563029266,
"parameters": 13337280,
"seen_tokens": 26848211,
"pretrained_weights": false,
"manifest": {
"dataset": "roneneldan/TinyStories",
"revision": "f54c09fd23315a6f9c86f9dc80f725de7d8f9c64",
"license": "cdla-sharing-1.0",
"source": "https://huggingface.co/datasets/roneneldan/TinyStories",
"synthetic": true,
"selection": "First unique documents in pinned source order; alternating validation/test documents",
"tokenizer_train_documents": 50000,
"vocab_size": 8192,
"max_length": 192,
"tokenizer_sha256": "c5478e3379227640a0cbf9c50d3814373d843e9418c146e43de8cc9412dd1283",
"splits": {
"train": {
"documents": 100000,
"windows": 152676,
"text_tokens": 21134655,
"documents_sha256": "1f43bc4e6c3bcee6d06c21e44568d80c3f9071e778db95df29270383d8f5a8fc",
"array_sha256": "165b1190d164fcc930f6e659a0e21eda68ac90d702ef47d97559f8b36468a483"
},
"validation": {
"documents": 1000,
"windows": 1396,
"text_tokens": 187038,
"documents_sha256": "c6c4866335d6d101e152a43617c39bc6b2f25f05be5c841b6a67a6765e6e7b08",
"array_sha256": "21d533d2d9a67bffea750e8a6fe896ae669c54370c7a500bbaf031bccf8836cd"
},
"test": {
"documents": 1000,
"windows": 1380,
"text_tokens": 188300,
"documents_sha256": "03d78b126a718f6be7aed5fdb09cd492f4462e0aaf717ca48f81d7349a43087d",
"array_sha256": "6fe4b8906954e63f2acd6b9caa3774b171fdeb95f3b08ff11e68c7079af6d51c"
}
}
},
"previous_phase": {
"step": 6000,
"validation_loss": 2.923163155717678,
"parameters": 13337280,
"seen_tokens": 26875972,
"pretrained_weights": false,
"manifest": {
"dataset": "roneneldan/TinyStories",
"revision": "f54c09fd23315a6f9c86f9dc80f725de7d8f9c64",
"license": "cdla-sharing-1.0",
"source": "https://huggingface.co/datasets/roneneldan/TinyStories",
"synthetic": true,
"selection": "First unique documents in pinned source order; alternating validation/test documents",
"tokenizer_train_documents": 50000,
"vocab_size": 8192,
"max_length": 192,
"tokenizer_sha256": "c5478e3379227640a0cbf9c50d3814373d843e9418c146e43de8cc9412dd1283",
"splits": {
"train": {
"documents": 100000,
"windows": 152676,
"text_tokens": 21134655,
"documents_sha256": "1f43bc4e6c3bcee6d06c21e44568d80c3f9071e778db95df29270383d8f5a8fc",
"array_sha256": "165b1190d164fcc930f6e659a0e21eda68ac90d702ef47d97559f8b36468a483"
},
"validation": {
"documents": 1000,
"windows": 1396,
"text_tokens": 187038,
"documents_sha256": "c6c4866335d6d101e152a43617c39bc6b2f25f05be5c841b6a67a6765e6e7b08",
"array_sha256": "21d533d2d9a67bffea750e8a6fe896ae669c54370c7a500bbaf031bccf8836cd"
},
"test": {
"documents": 1000,
"windows": 1380,
"text_tokens": 188300,
"documents_sha256": "03d78b126a718f6be7aed5fdb09cd492f4462e0aaf717ca48f81d7349a43087d",
"array_sha256": "6fe4b8906954e63f2acd6b9caa3774b171fdeb95f3b08ff11e68c7079af6d51c"
}
}
}
}
},
"continuation_mode": "autoregressive",
"objective": "90% causal batches, 10% denoising batches"
},
"continuation_mode": "autoregressive",
"objective": "Denoising every 10 updates (0 = causal only)",
"context_extension": true
},
"seen_tokens": 108397864,
"seconds": 2200.244743299976,
"causal_test": {
"nll": 1.6797631259921437,
"perplexity": 5.364285160891616,
"accuracy": 0.5919065855516482,
"tokens": 95831
},
"denoising_test": [
{
"mask_rate": 0.15,
"targets": 14170,
"cross_entropy": 1.3539077349590767,
"accuracy": 0.6939308398023994,
"top5_accuracy": 0.8779110797459422,
"unigram_cross_entropy": 5.952231276464361,
"unigram_accuracy": 0.07035991531404376
},
{
"mask_rate": 0.5,
"targets": 47775,
"cross_entropy": 2.348098250568256,
"accuracy": 0.513636839351125,
"top5_accuracy": 0.738712715855573,
"unigram_cross_entropy": 5.967858951874019,
"unigram_accuracy": 0.06894819466248038
},
{
"mask_rate": 0.85,
"targets": 81323,
"cross_entropy": 4.232688195216721,
"accuracy": 0.239317290311474,
"top5_accuracy": 0.4463804827662531,
"unigram_cross_entropy": 5.975747264909297,
"unigram_accuracy": 0.06958670978689915
}
],
"timing_note": "Recovered from final optimizer checkpoint; corrected reporting-only loop-variable shadowing. Model weights and evaluations unchanged."
}