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DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper • 2503.14476 • Published • 137 -
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
Paper • 2504.05118 • Published • 25 -
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
Paper • 2504.08600 • Published • 30 -
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
Paper • 2504.11343 • Published • 19
Sugato Ray PRO
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LLMs-EmbeddingModels
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From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels
Organizations
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LADDER: Self-Improving LLMs Through Recursive Problem Decomposition
Paper • 2503.00735 • Published • 23 -
START: Self-taught Reasoner with Tools
Paper • 2503.04625 • Published • 114 -
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Paper • 2503.05592 • Published • 27 -
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcing Learning
Paper • 2503.05379 • Published • 39
Collection of LLMs
A collection of Audio, Video and Visual LLMs.
Large Language Model (LLM) and NLP related papers.
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 6 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 22 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 13 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 70
Papers on Mixture of Experts (MoE)
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Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Paper • 2403.07816 • Published • 44 -
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Paper • 2402.01739 • Published • 29 -
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
Paper • 2401.15947 • Published • 54 -
Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models
Paper • 2403.03432 • Published • 1
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meta-llama/Meta-Llama-3-8B
Text Generation • 8B • Updated • 1.02M • • 6.28k -
meta-llama/Meta-Llama-3-8B-Instruct
Text Generation • 8B • Updated • 1.04M • • 4.14k -
mlx-community/Meta-Llama-3-8B-Instruct-4bit
Text Generation • 2B • Updated • 3.98k • 78 -
mlabonne/Meta-Llama-3-120B-Instruct
Text Generation • 122B • Updated • 14 • 201
Select Embedding Models Collection.
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madhurjindal/autonlp-Gibberish-Detector-492513457
Text Classification • 0.1B • Updated • 223k • • 62 -
answerdotai/ModernBERT-base
Fill-Mask • 0.1B • Updated • 938k • 920 -
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Paper • 2412.13663 • Published • 154 -
answerdotai/ModernBERT-large
Fill-Mask • 0.4B • Updated • 111k • 419
A collection of tools as various HF Spaces on LLMs.
A collection of datasets for training LLMs.
A collection of Leaderboards for LLMs ⚡️⚖️ 🤗
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Latxa: An Open Language Model and Evaluation Suite for Basque
Paper • 2403.20266 • Published • 3 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 70 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 124 -
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
Paper • 2405.08707 • Published • 33
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RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 14 -
Attention Is All You Need
Paper • 1706.03762 • Published • 79 -
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 62 -
Zero-Shot Tokenizer Transfer
Paper • 2405.07883 • Published • 5
-
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
Paper • 2406.08587 • Published • 16 -
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Paper • 2406.09170 • Published • 28 -
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Paper • 2407.18901 • Published • 35 -
Benchmarking Agentic Workflow Generation
Paper • 2410.07869 • Published • 28
-
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper • 2503.14476 • Published • 137 -
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
Paper • 2504.05118 • Published • 25 -
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
Paper • 2504.08600 • Published • 30 -
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
Paper • 2504.11343 • Published • 19
-
LADDER: Self-Improving LLMs Through Recursive Problem Decomposition
Paper • 2503.00735 • Published • 23 -
START: Self-taught Reasoner with Tools
Paper • 2503.04625 • Published • 114 -
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Paper • 2503.05592 • Published • 27 -
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcing Learning
Paper • 2503.05379 • Published • 39
-
madhurjindal/autonlp-Gibberish-Detector-492513457
Text Classification • 0.1B • Updated • 223k • • 62 -
answerdotai/ModernBERT-base
Fill-Mask • 0.1B • Updated • 938k • 920 -
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Paper • 2412.13663 • Published • 154 -
answerdotai/ModernBERT-large
Fill-Mask • 0.4B • Updated • 111k • 419
Collection of LLMs
A collection of tools as various HF Spaces on LLMs.
A collection of Audio, Video and Visual LLMs.
A collection of datasets for training LLMs.
Large Language Model (LLM) and NLP related papers.
-
LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 6 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 22 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 13 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 70
A collection of Leaderboards for LLMs ⚡️⚖️ 🤗
Papers on Mixture of Experts (MoE)
-
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Paper • 2403.07816 • Published • 44 -
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Paper • 2402.01739 • Published • 29 -
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
Paper • 2401.15947 • Published • 54 -
Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models
Paper • 2403.03432 • Published • 1
-
Latxa: An Open Language Model and Evaluation Suite for Basque
Paper • 2403.20266 • Published • 3 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 70 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 124 -
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
Paper • 2405.08707 • Published • 33
-
meta-llama/Meta-Llama-3-8B
Text Generation • 8B • Updated • 1.02M • • 6.28k -
meta-llama/Meta-Llama-3-8B-Instruct
Text Generation • 8B • Updated • 1.04M • • 4.14k -
mlx-community/Meta-Llama-3-8B-Instruct-4bit
Text Generation • 2B • Updated • 3.98k • 78 -
mlabonne/Meta-Llama-3-120B-Instruct
Text Generation • 122B • Updated • 14 • 201
-
RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 14 -
Attention Is All You Need
Paper • 1706.03762 • Published • 79 -
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 62 -
Zero-Shot Tokenizer Transfer
Paper • 2405.07883 • Published • 5
-
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
Paper • 2406.08587 • Published • 16 -
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Paper • 2406.09170 • Published • 28 -
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Paper • 2407.18901 • Published • 35 -
Benchmarking Agentic Workflow Generation
Paper • 2410.07869 • Published • 28
Select Embedding Models Collection.