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--- |
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dataset_info: |
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features: |
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- name: messages |
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list: |
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- name: content |
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dtype: string |
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- name: role |
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dtype: string |
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- name: source |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 12901675305.337444 |
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num_examples: 3552028 |
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download_size: 5483737746 |
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dataset_size: 12901675305.337444 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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Instruct Data From various Sources: |
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| source | num_samples | language | remarks | |
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|------------------------------------------------------------|-------------|-----------------|--------------------------------------------------| |
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| BAAI/IndustryInstruction | 897196 | en | Filtered Chinese | |
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| BhabhaAI/openhermes-2.5-hindi | 620211 | hi | null | |
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| smol-magpie-ultra-short | 270838 | en | null | |
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| dnyanesh/HindiMathQuest | 250117 | hi | null | |
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| mlabonne/opc-sft-stage2-chat | 224539 | en | null | |
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| manishiitg/hieunguyenminh-roleplay | 159204 | hi | null | |
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| manishiitg/HuggingFaceH4-ultrachat_200k | 147354 | hi | null | |
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| damerajee/camel-phy-chem-bio-sharegpt | 120000 | hi-en mix | null | |
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| DKYoon/dolphin-r1-deepseek-filtered-short | 103423 | en | Filtered Chinese + Small CoT | |
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| sarvamai/samvaad-hi-v1 | 101424 | hi | null | |
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| data/CoT/aqua_rat.json | 59436 | en | null | |
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| mlabonne/lmsys-arena-human-sft-55k | 57362 | en | null | |
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|
| nothingiisreal/Kalomaze-Opus-Instruct-25k-filtered | 48710 | en | Made BiBo-Specific | |
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| self-oss-instruct | 48071 | en | null | |
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| openhermes-50k | 47492 | en | null | |
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| smol-contraints | 34433 | en | null | |
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| data/CoT/math50k_camel.json | 32870 | en | null | |
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| allenai/tulu-3-sft-personas-instruction-following | 29980 | en | null | |
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| fhai50032/Hindi-Instruct-HQ | 27658 | hi | Filtered Small and Hallucinated Response | |
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| smollm-rewrite-30k | 26657 | en | null | |
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| SmallDoge/SmallThoughts | 26000 | en | Smoll CoT | |
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| smol-summarize-20k | 19272 | en | null | |
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| data/CoT/gsm_rft.json | 18780 | en | null | |
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| data/PoT/mathqa.json | 16344 | en | null | |
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| aaditya/databricks-dolly-15k-Hinglish-Codemix | 15008 | en/hi | null | |
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| fhai50032/medmcqa-solved-thinking-o1 | 14248 | en | CoT | |
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| one-thing/chatbot_arena_conversations_hinglish | 11331 | en/hi | null | |
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| BhabhaAI/Hi-Instruct-v0 | 9969 | hi | null | |
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| HuggingFaceH4/deita-10k-v0-sft | 9959 | en | null | |
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| data/PoT/gsm_gpt4.json | 9697 | en | null | |
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| fhai50032/Hinglish-Preference-Humanized-DPO | 9434 | en/hi | english question - chosen hinglish answer | |
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| fhai50032/Hinglish-Preference-Humanized-DPO ) | 9434 | en/hi | hinglish question - chosen hinglish answer | |
|
|
| data/PoT/numglue.json | 8915 | en | null | |
|
|
| data/CoT/MATH_train.json | 7538 | en | null | |
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|
| data/PoT/MATH_train.json | 7063 | en | null | |
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|
| fhai50032/Hinglish-Preference-Humanized-DPO | 6897 | en/hi | hinglish question - rejected hinglish answer | |
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|
| fhai50032/Hinglish-Preference-Humanized-DPO | 6897 | en/hi | english question - rejected hinglish answer | |
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| data/PoT/aqua_rat_filtered.json | 6436 | en | null | |
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|
| data/CoT/gsm_train.json | 5012 | en | null | |
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|
| smol-summarize-5k | 4749 | en | null | |
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|
| longalign | 3560 | en | null | |
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| macadeliccc/opus_samantha | 3187 | en | Specificed To BiBo | |
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| explore-instruct-rewrite | 3017 | en | null | |
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| HuggingFaceTB/everyday-conversations-llama3.1-2k | 2379 | en | null | |
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| everyday-conversations | 2252 | en | null | |
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|
| digitalpipelines/samantha-1.1-uncensored | 2038 | en | null | |
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|
| data/CoT/college_math.json | 1212 | en | null | |
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| OdiaGenAI/roleplay_hindi | 1029 | hi | null | |
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|
| smangrul/hinglish_self_instruct_v0 | 1018 | en/hi | null | |
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| Abhaykoul/Ancient-Indian-Wisdom | 616 | en | null | |
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| data/PoT/TheoremQA.json | 457 | en | null | |
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|
| data/CoT/TheoremQA.json | 408 | en | null | |
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| GAIR/o1-journey | 327 | en | null | |
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|
| data/CoT/number_comparison.json | 202 | en | null | |
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| fhai50032/Aryabhatt-Hinglish | 184 | en/hi | CoT | |
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| fhai50032/Aryabhatt-Hinglish | 184 | en | CoT | |
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|
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## Language Metrics |
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From the table above (56 rows total), we have three language categories: |
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- **Pure English ("en")**: 39 rows |
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* Total samples ≈ 2,054,859 |
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- **Pure Hindi ("hi")**: 8 rows |
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* Total samples ≈ 1,316,966 |
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- **Mixed (e.g. "en/hi", "hi-en mix")**: 9 rows |
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* Total samples ≈ 180,203 |
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Overall total samples ≈ 3,552,028 |
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**Percentages:** |
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- Pure English: ~57.9% |
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- Pure Hindi: ~37.1% |
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- Mixed: ~5.1% |
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