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 • 20
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 • 12
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Paper • 2405.00732 • Published Apr 29 • 115
Better & Faster Large Language Models via Multi-token Prediction Paper • 2404.19737 • Published Apr 30 • 72
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 4414 items • Updated 3 days ago • 9
view article Article 🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets By dvilasuero • Jun 4 • 65
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Paper • 2404.14219 • Published Apr 22 • 243
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 • 8
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues Paper • 2404.03820 • Published Apr 4 • 22
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models Paper • 2404.02258 • Published Apr 2 • 102
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 May 27 • 21
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 Mar 19 • 11
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 • 52
Awesome Document AI Collection A collection of open-source document AI 📄 📝 📈 • 27 items • Updated Mar 11 • 43
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect Paper • 2403.03853 • Published Mar 6 • 61
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Paper • 2403.03507 • Published Mar 6 • 180
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 • 92
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper • 2402.13753 • Published Feb 21 • 108
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Paper • 2402.10986 • Published Feb 16 • 75
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
Qwen1.5 Collection Qwen1.5 is the improved version of Qwen, the large language model series developed by Alibaba Cloud. • 55 items • Updated Jun 6 • 202
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset Paper • 2402.10176 • Published Feb 15 • 33
TravelPlanner: A Benchmark for Real-World Planning with Language Agents Paper • 2402.01622 • Published Feb 2 • 31
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens Paper • 2401.17377 • Published Jan 30 • 32
Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon Paper • 2401.03462 • Published Jan 7 • 26
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling Paper • 2401.16380 • Published Jan 29 • 46
SliceGPT: Compress Large Language Models by Deleting Rows and Columns Paper • 2401.15024 • Published Jan 26 • 64
Tiny Series Collection Tiny datasets that empower the foundation of Small Language Model! • 11 items • Updated Jan 26 • 33