Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published 3 days ago • 88
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval Paper • 2409.10516 • Published 6 days ago • 28
MagpieLM Collection Aligning LMs with Fully Open Recipe (data+training configs+logs) • 9 items • Updated about 2 hours ago • 10
Generative Verifiers: Reward Modeling as Next-Token Prediction Paper • 2408.15240 • Published 26 days ago • 12
Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler Paper • 2408.13359 • Published about 1 month ago • 21
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13 • 19
ArabianLLM Series | Native Arabic Large Language Models Collection This collection is related to native Arabic Large Language Models.. It represent different sizes of GPT trained Model for Test Generative • 8 items • Updated 27 days ago • 2
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Paper • 2408.07055 • Published Aug 13 • 65
Better Alignment with Instruction Back-and-Forth Translation Paper • 2408.04614 • Published Aug 8 • 14
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery Paper • 2408.06292 • Published Aug 12 • 114
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains Paper • 2407.18961 • Published Jul 18 • 38
Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets Paper • 2405.18952 • Published May 29 • 10
sentence-transformers-from-synthetic-data Collection Example of using distilabel to generate synthetic triplets data for fine-tuning a Sentence Transformer model • 4 items • Updated Jun 21 • 21
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework Paper • 2405.11143 • Published May 20 • 33
Wikimedia Datasets Collection Wikimedia datasets, across languages and modalities, from different Wikimedia projects, on the hub. Not all tested. • 19 items • Updated May 16 • 9
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model Paper • 2405.04434 • Published May 7 • 13
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Paper • 2405.00732 • Published Apr 29 • 118
Better & Faster Large Language Models via Multi-token Prediction Paper • 2404.19737 • Published Apr 30 • 73
view article Article ⚗️ 🧑🏼🌾 Let's grow some Domain Specific Datasets together By burtenshaw • Apr 29 • 28
Text-to-text Generation Models (LLMs, Llama, GPT, ...) Collection 5130 items • Updated about 1 month ago • 12
view article Article 🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets By dvilasuero • Jun 4 • 68
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Paper • 2404.14219 • Published Apr 22 • 250
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Paper • 2404.12253 • Published Apr 18 • 52
Multilingual LLMs Chat Spaces Collection Here you find Chat spaces to interact and test multilingual models but the goal here is to test on Arabic • 3 items • Updated May 24 • 1
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model Paper • 2404.04167 • Published Apr 5 • 12
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues Paper • 2404.03820 • Published Apr 4 • 23
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models Paper • 2404.02258 • Published Apr 2 • 103
Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition Paper • 2404.00565 • Published Mar 31 • 6
A little guide to building Large Language Models in 2024 Collection Resources mentioned by @thomwolf in https://x.com/Thom_Wolf/status/1773340316835131757 • 19 items • Updated Apr 1 • 14
Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs Paper • 2403.20041 • Published Mar 29 • 34
🔮 Mixture of Experts Collection MoE done using mergekit and LazyMergekit: https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb#scrollTo=d5mYzDo1q96y • 13 items • Updated Aug 16 • 22
Preference Datasets for KTO Collection This collection contains a list of curated preference datasets for KTO fine-tuning for intent alignment of LLMs through signals. • 5 items • Updated Jul 30 • 14
ORPO: Monolithic Preference Optimization without Reference Model Paper • 2403.07691 • Published Mar 12 • 59
Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU Paper • 2403.06504 • Published Mar 11 • 53
Awesome Document AI Collection A collection of open-source document AI 📄 📝 📈 • 27 items • Updated Mar 11 • 65
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect Paper • 2403.03853 • Published Mar 6 • 63
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Paper • 2403.03507 • Published Mar 6 • 182
EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs Paper • 2403.02775 • Published Mar 5 • 11
Design2Code: How Far Are We From Automating Front-End Engineering? Paper • 2403.03163 • Published Mar 5 • 93
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper • 2402.13753 • Published Feb 21 • 110
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Paper • 2402.10986 • Published Feb 16 • 76
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Paper • 2402.10963 • Published Feb 13 • 9
Speculative Streaming: Fast LLM Inference without Auxiliary Models Paper • 2402.11131 • Published Feb 16 • 41