codva-it-data / metadata.json
Bc-AI's picture
auto upload metadata.json
a5a8676 verified
Raw
History Blame Contribute Delete
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": {
"general": 123592,
"code": 641821,
"math": 626712,
"reasoning": 732718
},
"hours_elapsed": 1.32,
"collection_stats": {
"ise-uiuc/Magicoder-OSS-Instruct-75K": {
"domain": "code",
"config": null,
"examples": 65409,
"skipped": 0,
"dupes": 9788
},
"ise-uiuc/Magicoder-Evol-Instruct-110K": {
"domain": "code",
"config": null,
"examples": 83077,
"skipped": 0,
"dupes": 28106
},
"m-a-p/CodeFeedback-Filtered-Instruction": {
"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": {
"domain": "code",
"config": null,
"examples": 151040,
"skipped": 2,
"dupes": 3993
},
"TokenBender/code_instructions_122k_alpaca_style": {
"domain": "code",
"config": null,
"examples": 101376,
"skipped": 174,
"dupes": 7
},
"sahil2801/CodeAlpaca-20k": {
"domain": "code",
"config": null,
"examples": 15645,
"skipped": 252,
"dupes": 4125
},
"iamtarun/python_code_instructions_18k_alpaca": {
"domain": "code",
"config": null,
"examples": 3124,
"skipped": 13,
"dupes": 15475
},
"nickrosh/Evol-Instruct-Code-80k-v1": {
"domain": "code",
"config": null,
"examples": 11164,
"skipped": 252,
"dupes": 66848
},
"bigcode/self-oss-instruct-sc2-exec-filter-50k": {
"domain": "code",
"config": null,
"examples": 50661,
"skipped": 0,
"dupes": 0
},
"deepmind/code_contests": {
"domain": "code",
"config": null,
"examples": 13131,
"skipped": 194,
"dupes": 3
},
"TIGER-Lab/MathInstruct": {
"domain": "math",
"config": null,
"examples": 151040,
"skipped": 1,
"dupes": 8783
},
"gsm8k": {
"domain": "math",
"config": "main",
"examples": 7256,
"skipped": 0,
"dupes": 217
},
"microsoft/orca-math-word-problems-200k": {
"domain": "math",
"config": null,
"examples": 150016,
"skipped": 2,
"dupes": 5453
},
"math_qa": {
"domain": "math",
"config": null,
"examples": 0,
"skipped": 0,
"dupes": 0
},
"ChilleD/SVAMP": {
"domain": "math",
"config": null,
"examples": 700,
"skipped": 0,
"dupes": 0
},
"garage-bAInd/Open-Platypus": {
"domain": "math",
"config": null,
"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",
"config": null,
"examples": 200704,
"skipped": 0,
"dupes": 9554
},
"Open-Orca/SlimOrca": {
"domain": "reasoning",
"config": null,
"examples": 151040,
"skipped": 0,
"dupes": 475
},
"teknium/OpenHermes-2.5": {
"domain": "reasoning",
"config": null,
"examples": 200704,
"skipped": 0,
"dupes": 16716
},
"Open-Orca/OpenOrca": {
"domain": "reasoning",
"config": null,
"examples": 151040,
"skipped": 0,
"dupes": 16972
},
"LDJnr/Capybara": {
"domain": "reasoning",
"config": null,
"examples": 14133,
"skipped": 0,
"dupes": 1873
},
"HuggingFaceH4/no_robots": {
"domain": "general",
"config": null,
"examples": 9500,
"skipped": 0,
"dupes": 0
},
"timdettmers/openassistant-guanaco": {
"domain": "reasoning",
"config": null,
"examples": 9825,
"skipped": 0,
"dupes": 1
},
"openbmb/UltraInteract_sft": {
"domain": "reasoning",
"config": null,
"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
}