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Collections including paper arxiv:2504.12285

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

Quantization Reading-List

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Paper • 2208.07339 • Published Aug 15, 2022 • 5
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Paper • 2210.17323 • Published Oct 31, 2022 • 10
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

Paper • 2211.10438 • Published Nov 18, 2022 • 6
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 58

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16 • 27

🔥BitNet family of large language models (1-bit LLMs).

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated 4 days ago • 8.09k • 1.23k
microsoft/bitnet-b1.58-2B-4T-bf16

Text Generation • 2B • Updated 4 days ago • 3.24k • 34
microsoft/bitnet-b1.58-2B-4T-gguf

Text Generation • 2B • Updated 4 days ago • 3.42k • 216
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

LM Architectures

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Paper • 2404.08801 • Published Apr 12, 2024 • 66
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

Paper • 2404.07839 • Published Apr 11, 2024 • 47
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Paper • 2404.05892 • Published Apr 8, 2024 • 40
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 148

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

Reading-Paper-List

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
DataDecide: How to Predict Best Pretraining Data with Small Experiments

Paper • 2504.11393 • Published Apr 15 • 18
Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Paper • 2503.10615 • Published Mar 13 • 17
UniGoal: Towards Universal Zero-shot Goal-oriented Navigation

Paper • 2503.10630 • Published Mar 13 • 6
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 88

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

LM Architectures

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Paper • 2404.08801 • Published Apr 12, 2024 • 66
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

Paper • 2404.07839 • Published Apr 11, 2024 • 47
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Paper • 2404.05892 • Published Apr 8, 2024 • 40
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 148

Quantization Reading-List

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Paper • 2208.07339 • Published Aug 15, 2022 • 5
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Paper • 2210.17323 • Published Oct 31, 2022 • 10
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

Paper • 2211.10438 • Published Nov 18, 2022 • 6
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 58

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

Reading-Paper-List

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
DataDecide: How to Predict Best Pretraining Data with Small Experiments

Paper • 2504.11393 • Published Apr 15 • 18
Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16 • 27

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

🔥BitNet family of large language models (1-bit LLMs).

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated 4 days ago • 8.09k • 1.23k
microsoft/bitnet-b1.58-2B-4T-bf16

Text Generation • 2B • Updated 4 days ago • 3.24k • 34
microsoft/bitnet-b1.58-2B-4T-gguf

Text Generation • 2B • Updated 4 days ago • 3.42k • 216
BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published Apr 16 • 75

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Paper • 2503.10615 • Published Mar 13 • 17
UniGoal: Towards Universal Zero-shot Goal-oriented Navigation

Paper • 2503.10630 • Published Mar 13 • 6
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 88

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