Download metadata.json from Bc-AI/codva-it-data: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Bc-AI/codva-it-data/resolve/main/metadata.json
- Command line
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hf download hf://datasets/Bc-AI/codva-it-data/metadata.json
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curl -L -o metadata.json https://huggingface.co/datasets/Bc-AI/codva-it-data/resolve/main/metadata.json
6.51 kB
| { | |
| "model_name": "CodVa", | |
| "pipeline_version": "codva_it_v4_merged_full", | |
| "vocab_size": 50269, | |
| "sequence_length": 2048, | |
| "eos_token_id": 50256, | |
| "im_start_id": 50257, | |
| "im_end_id": 50258, | |
| "train_samples": 2232347, | |
| "val_samples": 42496, | |
| "format": "one_example_per_row_with_loss_mask", | |
| "label_ignore_index": -100, | |
| "domain_token_budgets": { | |
| "code": 600000000, | |
| "math": 300000000, | |
| "reasoning": 400000000, | |
| "general": 300000000 | |
| }, | |
| "domain_token_actuals": { | |
| "general": 19295136, | |
| "code": 367961900, | |
| "math": 211541727, | |
| "reasoning": 403273403 | |
| }, | |
| "domain_doc_actuals": { | |
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| "code": 641821, | |
| "math": 626712, | |
| "reasoning": 732718 | |
| }, | |
| "hours_elapsed": 1.32, | |
| "collection_stats": { | |
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| "skipped": 0, | |
| "dupes": 9788 | |
| }, | |
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| "dupes": 28106 | |
| }, | |
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| "domain": "code", | |
| "config": null, | |
| "examples": 87571, | |
| "skipped": 38, | |
| "dupes": 68917 | |
| }, | |
| "Vezora/Tested-143k-Python-Alpaca": { | |
| "domain": "code", | |
| "config": null, | |
| "examples": 59623, | |
| "skipped": 0, | |
| "dupes": 83704 | |
| }, | |
| "glaiveai/glaive-code-assistant-v3": { | |
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| "dupes": 3993 | |
| }, | |
| "TokenBender/code_instructions_122k_alpaca_style": { | |
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| "skipped": 174, | |
| "dupes": 7 | |
| }, | |
| "sahil2801/CodeAlpaca-20k": { | |
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| "examples": 15645, | |
| "skipped": 252, | |
| "dupes": 4125 | |
| }, | |
| "iamtarun/python_code_instructions_18k_alpaca": { | |
| "domain": "code", | |
| "config": null, | |
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| "dupes": 15475 | |
| }, | |
| "nickrosh/Evol-Instruct-Code-80k-v1": { | |
| "domain": "code", | |
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| "skipped": 252, | |
| "dupes": 66848 | |
| }, | |
| "bigcode/self-oss-instruct-sc2-exec-filter-50k": { | |
| "domain": "code", | |
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| }, | |
| "deepmind/code_contests": { | |
| "domain": "code", | |
| "config": null, | |
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| "skipped": 194, | |
| "dupes": 3 | |
| }, | |
| "TIGER-Lab/MathInstruct": { | |
| "domain": "math", | |
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| "dupes": 8783 | |
| }, | |
| "gsm8k": { | |
| "domain": "math", | |
| "config": "main", | |
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| "skipped": 0, | |
| "dupes": 217 | |
| }, | |
| "microsoft/orca-math-word-problems-200k": { | |
| "domain": "math", | |
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| "skipped": 2, | |
| "dupes": 5453 | |
| }, | |
| "math_qa": { | |
| "domain": "math", | |
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| }, | |
| "ChilleD/SVAMP": { | |
| "domain": "math", | |
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| "examples": 700, | |
| "skipped": 0, | |
| "dupes": 0 | |
| }, | |
| "garage-bAInd/Open-Platypus": { | |
| "domain": "math", | |
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| "examples": 16644, | |
| "skipped": 5724, | |
| "dupes": 2558 | |
| }, | |
| "AI-MO/NuminaMath-CoT": { | |
| "domain": "math", | |
| "config": null, | |
| "examples": 100352, | |
| "skipped": 0, | |
| "dupes": 12026 | |
| }, | |
| "meta-math/MetaMathQA": { | |
| "domain": "math", | |
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| "examples": 200704, | |
| "skipped": 0, | |
| "dupes": 9554 | |
| }, | |
| "Open-Orca/SlimOrca": { | |
| "domain": "reasoning", | |
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| "skipped": 0, | |
| "dupes": 475 | |
| }, | |
| "teknium/OpenHermes-2.5": { | |
| "domain": "reasoning", | |
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| "dupes": 16716 | |
| }, | |
| "Open-Orca/OpenOrca": { | |
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| "skipped": 0, | |
| "dupes": 16972 | |
| }, | |
| "LDJnr/Capybara": { | |
| "domain": "reasoning", | |
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| "skipped": 0, | |
| "dupes": 1873 | |
| }, | |
| "HuggingFaceH4/no_robots": { | |
| "domain": "general", | |
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| "examples": 9500, | |
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| "dupes": 0 | |
| }, | |
| "timdettmers/openassistant-guanaco": { | |
| "domain": "reasoning", | |
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| }, | |
| "openbmb/UltraInteract_sft": { | |
| "domain": "reasoning", | |
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| "examples": 84480, | |
| "skipped": 0, | |
| "dupes": 16416 | |
| }, | |
| "WizardLM/WizardLM_evol_instruct_V2_196k": { | |
| "domain": "reasoning", | |
| "config": null, | |
| "examples": 73368, | |
| "skipped": 1, | |
| "dupes": 16400 | |
| }, | |
| "Anthropic/hh-rlhf": { | |
| "domain": "general", | |
| "config": "harmless-base", | |
| "examples": 0, | |
| "skipped": 0, | |
| "dupes": 0 | |
| }, | |
| "HuggingFaceH4/ultrachat_200k": { | |
| "domain": "reasoning", | |
| "config": null, | |
| "examples": 48128, | |
| "skipped": 0, | |
| "dupes": 0 | |
| }, | |
| "databricks/databricks-dolly-15k": { | |
| "domain": "general", | |
| "config": null, | |
| "examples": 14862, | |
| "skipped": 129, | |
| "dupes": 20 | |
| }, | |
| "yahma/alpaca-cleaned": { | |
| "domain": "general", | |
| "config": null, | |
| "examples": 51200, | |
| "skipped": 130, | |
| "dupes": 3 | |
| } | |
| }, | |
| "special_tokens": { | |
| "<|im_start|>": 50257, | |
| "<|im_end|>": 50258, | |
| "<|code_start|>": 50259, | |
| "<|code_end|>": 50260, | |
| "<|math_start|>": 50261, | |
| "<|math_end|>": 50262, | |
| "<|solution|>": 50263, | |
| "<|doc_end|>": 50264, | |
| "<|domain_code|>": 50265, | |
| "<|domain_math|>": 50266, | |
| "<|domain_general|>": 50267, | |
| "<|domain_reasoning|>": 50268, | |
| "<|endoftext|>": 50256 | |
| }, | |
| "anchor_repeat": 3, | |
| "note": "v2 + v3 datasets fully merged. Overlap with pretrain is intentional \u2014 SFT teaches format/turn-taking on known content. Identity anchors repeated 3x to ensure CodVa name/persona locks in. Train with 2-3 epochs for best results on this dataset size. | UltraChat 200k train_sft appended: 150,000 examples (was 2,082,347 \u2192 now 2,232,347).", | |
| "ultrachat_appended": true, | |
| "ultrachat_examples": 150000, | |
| "ultrachat_skipped": 0, | |
| "ultrachat_dupes": 0 | |
| } |