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using distilabel (powers our new SFT dataset "},{"type":"resource","resource":{"type":"dataset","id":"HuggingFaceTB/smoltalk"},"url":"https://huggingface.co/datasets/HuggingFaceTB/smoltalk","raw":"https://huggingface.co/datasets/HuggingFaceTB/smoltalk"},{"type":"text","value":")","raw":")"},{"type":"new_line","raw":"\n"},{"type":"text","value":"- Post-training scripts with TRL & the alignment handbook","raw":"- Post-training scripts with TRL & the alignment handbook"},{"type":"new_line","raw":"\n"},{"type":"text","value":"- On-device tools with llama.cpp for summarization, rewriting & agents","raw":"- On-device tools with llama.cpp for summarization, rewriting & agents"},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"Apache 2.0 licensed. V2 pre-training data mix coming soon!","raw":"Apache 2.0 licensed. V2 pre-training data mix coming soon!"},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"Which other tools should we add next?","raw":"Which other tools should we add next?"}],"rawContent":"Making SmolLM2 reproducible: open-sourcing our training & evaluation toolkit 🛠️ https://github.com/huggingface/smollm/\n\n- Pre-training code with nanotron\n- Evaluation suite with lighteval\n- Synthetic data generation using distilabel (powers our new SFT dataset https://huggingface.co/datasets/HuggingFaceTB/smoltalk)\n- Post-training scripts with TRL & the alignment handbook\n- On-device tools with llama.cpp for summarization, rewriting & agents\n\nApache 2.0 licensed. 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We're releasing both FineWeb-Edu and the classifier, along with a larger, less heavily filtered version containing 5.4 trillion tokens. ","raw":"We used Llama 3 generations to train an educational quality classifier, filtering the 15 trillion tokens of FineWeb to select only those with high educational value (an approach also used in Llama 3 and Phi-3 training datasets). We're releasing both FineWeb-Edu and the classifier, along with a larger, less heavily filtered version containing 5.4 trillion tokens. "},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"You can find more details about the dataset and the experiments we ran in the FineWeb technical report, It's a 45-minute read but it contains all the secret sauce for building high quality web datasets.","raw":"You can find more details about the dataset and the experiments we ran in the FineWeb technical report, It's a 45-minute read but it contains all the secret sauce for building high quality web datasets."},{"type":"new_line","raw":"\n"},{"type":"new_line","raw":"\n"},{"type":"text","value":"Enjoy!","raw":"Enjoy!"}],"rawContent":"🍷 FineWeb technical report is out and so is 📚 FineWeb-Edu, a 1.3 trillion tokens dataset that outperforms all other open web datasets, with remarkable improvements on educational benchmarks such as MMLU, ARC, and OpenBookQA.\n\nTechnical report: https://hf.co/spaces/HuggingFaceFW/blogpost-fineweb-v1 \nDataset: https://hf.co/datasets/HuggingFaceFW/fineweb-edu \n\nWe used Llama 3 generations to train an educational quality classifier, filtering the 15 trillion tokens of FineWeb to select only those with high educational value (an approach also used in Llama 3 and Phi-3 training datasets). 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Open R1: Update #3

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Making SmolLM2 reproducible: open-sourcing our training & evaluation toolkit 🛠️ https://github.com/huggingface/smollm/

- Pre-training code with nanotron
- Evaluation suite with lighteval
- Synthetic data generation using distilabel (powers our new SFT dataset HuggingFaceTB/smoltalk)
- Post-training scripts with TRL & the alignment handbook
- On-device tools with llama.cpp for summarization, rewriting & agents

Apache 2.0 licensed. V2 pre-training data mix coming soon!

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Open R1: Update #3

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SmolLM 🤏

SmolLM models, datasets and demos

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  HuggingFaceTB/SmolLM2-1.7B-Instruct

  Text Generation • Updated 7 days ago • 604k • • 574
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  HuggingFaceTB/SmolVLM-Instruct

  Image-Text-to-Text • Updated 8 days ago • 66.5k • 408
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  HuggingFaceTB/SmolLM2-360M-Instruct

  Text Generation • Updated 22 days ago • 206k • • 102
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  HuggingFaceTB/SmolLM2-135M-Instruct

  Text Generation • Updated Feb 6 • 200k • • 153

Instruct datasets

• cognitivecomputations/SystemChat-2.0

  Preview • Updated May 31, 2024 • 182 • 58

• arcee-ai/infini-instruct-top-500k

  Viewer • Updated Jun 30, 2024 • 500k • 36 • 5

• arcee-ai/The-Tome

  Viewer • Updated Aug 15, 2024 • 1.75M • 299 • 87

• teknium/OpenHermes-2.5

  Viewer • Updated Apr 15, 2024 • 1M • 1.91k • 719

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arxiv:2502.02737

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models 53

Sort:  Recently updated

loubnabnl/SmolLM2-135M-Instruct-template2

Text Generation • Updated 23 days ago • 11

loubnabnl/Qwen-Math-1.5B-Bespoke-H4-5e5-4k-ep3

Text Generation • Updated Jan 25 • 18

loubnabnl/Qwen-Math-1.5B-Instruct-Bespoke-H4-3e5-4k-ep3

Text Generation • Updated Jan 25 • 20

loubnabnl/Qwen-Math-1.5B-Instruct-Bespoke-H4-5e5-4k-ep3

Text Generation • Updated Jan 25 • 12

loubnabnl/Qwen-Math-1.5B-Bespoke-H4-1e4-4k-ep3

Text Generation • Updated Jan 25 • 10

loubnabnl/Qwen-Math-1.5B-Instruct-Bespoke-H4-1e4-4k-ep3

Text Generation • Updated Jan 25 • 13

loubnabnl/Llama-8B-Bespoke-H4-GBS500k-lr-3e-5

Text Generation • Updated Jan 25 • 9

loubnabnl/Llama-8B-Instruct-Bespoke-H4-GBS500k-lr5e-5

Text Generation • Updated Jan 25 • 12

loubnabnl/Llama-8B-Instruct-Bespoke-H4-GBS500k-lr1e-4

Text Generation • Updated Jan 25 • 9

loubnabnl/Llama-8B-Instruct-Bespoke-H4-GBS250k-lr2e-5

Text Generation • Updated Jan 25 • 22

Expand 53 models

datasets 100

Sort:  Recently updated

loubnabnl/evals_csv

Viewer • Updated 10 days ago • 920 • 18

loubnabnl/135M-examples

Updated Feb 9 • 52

loubnabnl/mmlu-evals-smollm-360m

Viewer • Updated Dec 22, 2024 • 1 • 40 • 1

loubnabnl/code_data

Viewer • Updated Dec 22, 2024 • 1k • 66

loubnabnl/english-web-100k

Viewer • Updated Dec 22, 2024 • 100k • 58

loubnabnl/generations_dataset_sysprompt

Viewer • Updated Sep 20, 2024 • 41 • 169

loubnabnl/gens-360M-temp7-v2

Viewer • Updated Aug 18, 2024 • 41 • 56

loubnabnl/gens-360M-v2

Viewer • Updated Aug 17, 2024 • 41 • 72

loubnabnl/gens-135M-v2

Viewer • Updated Aug 17, 2024 • 41 • 117 • 1

loubnabnl/generations_dataset

Viewer • Updated Aug 17, 2024 • 40 • 109

Expand 100 datasets