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Instruct Data From Various Sources

Source Num Samples Language Remarks
BAAI/IndustryInstruction 897.2k en Filtered Chinese
PrimeIntellect/INTELLECT-MATH-SFT-Data 733k en null
BhabhaAI/openhermes-2.5-hindi 620.2k hi null
anirudhlakhotia/Baarat-Hindi-Instruct-v1 573k hi null
KodCode/KodCode-V1 444k en null
GeneralReasoning/GeneralThought-430K 431k en null
smol-magpie-ultra-short 270.8k en null
dnyanesh/HindiMathQuest 250.1k hi null
mlabonne/opc-sft-stage2-chat 224.5k en null
manishiitg/hieunguyenminh-roleplay 159.2k hi null
manishiitg/HuggingFaceH4-ultrachat_200k 147.4k hi null
damerajee/camel-phy-chem-bio-sharegpt 120k hi-en mix null
OpenThoughts-114k-math-default 114k en null
sarvamai/samvaad-hi-v1 101.4k hi null
Ornaments/cot-hindi-hinglish 60.1k hi null
mlabonne/lmsys-arena-human-sft-55k 57.4k en null
open-r1/SYNTHETIC-1-SFT-Data-Code_decontaminated 49.7k en null
open-r1/codeforces-cots 47.8k en null
nothingiisreal/Kalomaze-Opus-Instruct-25k-filtered 48.7k en Made BiBo-Specific
self-oss-instruct 48.1k en null
openhermes-50k 47.5k en null
smol-contraints 34.4k en null
allenai/tulu-3-sft-personas-instruction-following 30k en null
fhai50032/Hindi-Instruct-HQ 27.7k hi Filtered Small and Hallucinated Response
smollm-rewrite-30k 26.7k en null
smol-summarize-20k 19.3k en null
data/PoT/mathqa.json 16.3k en null
aaditya/databricks-dolly-15k-Hinglish-Codemix 15k en/hi null
one-thing/chatbot_arena_conversations_hinglish 11.3k en/hi null
BhabhaAI/Hi-Instruct-v0 10k hi null
HuggingFaceH4/deita-10k-v0-sft 10k en null
data/PoT/gsm_gpt4.json 9.7k en null
fhai50032/Hinglish-Preference-Humanized-DPO 9.4k en/hi english question - chosen hinglish answer
fhai50032/Hinglish-Preference-Humanized-DPO 9.4k en/hi hinglish question - chosen hinglish answer
data/PoT/numglue.json 8.9k en null
fhai50032/Hinglish-Preference-Humanized-DPO 6.9k en/hi hinglish question - rejected hinglish answer
fhai50032/Hinglish-Preference-Humanized-DPO 6.9k en/hi english question - rejected hinglish answer
data/PoT/aqua_rat_filtered.json 6.4k en null
smol-summarize-5k 4.7k en null
longalign 3.6k en null
macadeliccc/opus_samantha 3.2k en Specified To BiBo
explore-instruct-rewrite 3k en null
HuggingFaceTB/everyday-conversations-llama3.1-2k 2.4k en null
everyday-conversations 2.3k en null
digitalpipelines/samantha-1.1-uncensored 2k en null
OdiaGenAI/roleplay_hindi 1k hi null
smangrul/hinglish_self_instruct_v0 1k en/hi null
Abhaykoul/Ancient-Indian-Wisdom 0.6k en null
GAIR/o1-journey 0.3k en null
fhai50032/Aryabhatt-Hinglish 0.2k en/hi CoT
fhai50032/Aryabhatt-Hinglish 0.2k en CoT

Language Metrics

From the table above (56 rows total), we have three language categories:

  • Pure English ("en"): 39 rows
    Total samples ≈ 3,618.8k (3,618,800)
  • Pure Hindi ("hi"): 9 rows
    Total samples ≈ 2,051.5k (2,051,500)
  • Mixed (e.g., "en/hi", "hi-en mix"): 9 rows
    Total samples ≈ 180.1k (180,100)

Overall total samples ≈ 5,850.4k (5,850,400)

Percentages:

  • Pure English: ~ 61.85%
  • Pure Hindi: ~ 35.07%
  • Mixed: ~ 3.08%
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