Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper β’ 2506.01939 β’ Published 8 days ago β’ 144
view article Article Enabling Long Context Training with Sequence Parallelism in Axolotl By axolotl-ai-co and 1 other β’ Apr 4 β’ 8
view article Article SigLIP 2: A better multilingual vision language encoder By ariG23498 and 2 others β’ Feb 21 β’ 165
view article Article The case for specialized pre-training: ultra-fast foundation models for dedicated tasks By Pclanglais β’ Aug 4, 2024 β’ 30
Scotch & SOTA π₯ Pt. 7: Human Feedback Datasets π«£ Collection The elusive βhumanβ feedback β’ 1 item β’ Updated Sep 13, 2023 β’ 1
Scotch & SOTA π₯ Pt. 6: Dialogue Tuning Datasets π¬ Collection Conversations, turn-based dialog, and things that can be turned into that. β’ 4 items β’ Updated Sep 13, 2023 β’ 1
Scotch & SOTA π₯ Pt. 5: Instruction Tuning Datasets π©βπ« Collection Question & answer, task completion, general SFT and otherwise finetuney data. β’ 7 items β’ Updated Sep 13, 2023 β’ 1
view article Article How to deploy and fine-tune DeepSeek models on AWS By pagezyhf and 2 others β’ Jan 30 β’ 52
view article Article Can we create pedagogically valuable multi-turn synthetic datasets from Cosmopedia? By davanstrien β’ May 7, 2024 β’ 8
view article Article Train 400x faster Static Embedding Models with Sentence Transformers By tomaarsen β’ Jan 15 β’ 187
Tulu 3 Datasets Collection All datasets released with Tulu 3 -- state of the art open post-training recipes. β’ 33 items β’ Updated Apr 30 β’ 83
PixMo Collection A set of vision-language datasets built by Ai2 and used to train the Molmo family of models. Read more at https://molmo.allenai.org/blog β’ 10 items β’ Updated Apr 30 β’ 72
Gemma 2: Improving Open Language Models at a Practical Size Paper β’ 2408.00118 β’ Published Jul 31, 2024 β’ 77