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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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taskAllText generationQuestion answeringImage classificationSpeech
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01nlp-with-deeplearning /ko.SHP ๐Ÿšข Korean Stanford Human Preferences Dataset (Ko.SHP) ์ด ๋ฐ์ดํ„ฐ์…‹์€ ์ž์ฒด ๊ตฌ์ถ•ํ•œ ๋ฒˆ์—ญ๊ธฐ๋ฅผ ํ™œ์šฉํ•˜์—ฌ stanfordnlp/SHP ๋ฐ์ดํ„ฐ์…‹์„ ๋ฒˆ์—ญํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์•„๋ž˜์˜ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒˆ์—ญ๊ธฐ๋กœ README ํŒŒ์ผ์„ ๋ฒˆ์—ญํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ฐธ๊ณ  ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค. If you mention this dataset in a paper, please cite the paper: Understanding Dataset Difficulty with V-Usable Information (ICML 2022). Summary SHP๋Š” ์š”๋ฆฌ์—์„œ ๋ฒ•๋ฅ  ์กฐ์–ธ์— ์ด๋ฅด๊ธฐ๊นŒ์ง€ 18๊ฐ€์ง€ ๋‹ค๋ฅธ ์ฃผ์ œ ์˜์—ญ์˜ ์งˆ๋ฌธ/์ง€์นจ์— ๋Œ€ํ•œ ์‘๋‹ต์— ๋Œ€ํ•œ 385K ์ง‘๋‹จ ์ธ๊ฐ„ ์„ ํ˜ธ๋„ ๋ฐ์ดํ„ฐ ์„ธํŠธ์ด๋‹ค. ๊ธฐ๋ณธ ์„ค์ •์€ ๋‹ค๋ฅธ ์‘๋‹ต์— ๋Œ€ ํ•œ ํ•œ ์‘๋‹ต์˜ ์œ ์šฉ์„ฑ์„ ๋ฐ˜์˜ ํ•˜๊ธฐ ์œ„ํ•œ ๊ฒƒ์ด๋ฉฐ RLHF ๋ณด์ƒ ๋ชจ๋ธ ๋ฐ NLG ํ‰๊ฐ€ ๋ชจ๋ธ (์˜ˆ: SteamSHP)์„ ํ›ˆ๋ จ ํ•˜๋Š” ๋ฐโ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/nlp-with-deeplearning/ko.SHP.tabulartext-generation100K<n<1M1 likes43 downloads3y agoHugging Face02nlp-with-deeplearning /Ko.WizardLM_evol_instruct_V2_196k์ด ๋ฐ์ดํ„ฐ์…‹์€ ์ž์ฒด ๊ตฌ์ถ•ํ•œ ๋ฒˆ์—ญ๊ธฐ๋กœ WizardLM/WizardLM_evol_instruct_V2_196k์„ ๋ฒˆ์—ญํ•œ ๋ฐ์ดํ„ฐ์…‹์ž…๋‹ˆ๋‹ค. ์•„๋ž˜ README ํŽ˜์ด์ง€๋„ ๋ฒˆ์—ญ๊ธฐ๋ฅผ ํ†ตํ•ด ๋ฒˆ์—ญ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ฐธ๊ณ  ๋ถ€ํƒ๋“œ๋ฆฝ๋‹ˆ๋‹ค. News ๐Ÿ”ฅ ๐Ÿ”ฅ ๐Ÿ”ฅ [08/11/2023] WizardMath ๋ชจ๋ธ์„ ์ถœ์‹œํ•ฉ๋‹ˆ๋‹ค. ๐Ÿ”ฅ WizardMath-70B-V1.0 ๋ชจ๋ธ์€ ChatGPT 3.5, Claude Instant 1 ๋ฐ PaLM 2 540B ๋ฅผ ํฌํ•จ ํ•˜ ์—ฌ GSM8K์—์„œ ์ผ๋ถ€ ํ์‡„ ์†Œ์Šค LLMs ๋ณด๋‹ค ์•ฝ๊ฐ„ ๋” ์šฐ์ˆ˜ ํ•ฉ๋‹ˆ๋‹ค. ๐Ÿ”ฅ ์šฐ๋ฆฌ์˜ WizardMath-70B-V1.0 ๋ชจ๋ธ์€ SOTA ์˜คํ”ˆ ์†Œ์Šค LLM๋ณด๋‹ค 24.8 ํฌ์ธํŠธ ๋†’์€ GSM8k Benchmarks์—์„œ 81.6 pass@1 ์„ ๋‹ฌ์„ฑํ•ฉ๋‹ˆ๋‹ค. ๐Ÿ”ฅ ์šฐ๋ฆฌ์˜ WizardMath-70B-V1.0 ๋ชจ๋ธ์€ SOTA ์˜คํ”ˆ ์†Œ์Šค LLM๋ณด๋‹ค 9.2 ํฌ์ธํŠธ ๋†’์€ MATH ๋ฒค์น˜๋งˆํฌ์—์„œ 22.7 pass@1 ์„ ๋‹ฌ์„ฑํ•ฉ๋‹ˆ๋‹ค.โ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/nlp-with-deeplearning/Ko.WizardLM_evol_instruct_V2_196k.texttext-generation100K<n<1M4 likes26 downloads3y agoHugging Face03nlp-with-deeplearning /ko.openhermes์›๋ณธ ๋ฐ์ดํ„ฐ์…‹: teknium/openhermes texttext-generation100K<n<1M3 likes22 downloads3y agoHugging Face04nlp-with-deeplearning /Ko.SlimOrca์›๋ณธ ๋ฐ์ดํ„ฐ์…‹: Open-Orca/SlimOrca texttext-classification100K<n<1M3 likes21 downloads3y agoHugging Face05eltociear /deeplearning-tasks-v1 deeplearning-tasks-v1 36 exact tasks for the deeplearning-env RL environment, on the topics of Deep Learning (Goodfellow, Bengio & Courville): information theory, backpropagation, optimisation, the linear algebra used in ML, and numerical stability. field meaning task_id dl-000 โ€ฆ dl-035 category information / backprop / optimisation / linalg / numerical prompt the question, the units, and the exact shape of the answer api_description the fixed network andโ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/eltociear/deeplearning-tasks-v1.texttext-generationn<1K0 likes20 downloads2mo agoHugging Face

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