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Collections including paper arxiv:2401.04088

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 18
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 44
Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 30
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 77

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 159

Qwen/Qwen2.5-7B-Instruct

Text Generation • 8B • Updated Jan 12 • 7.46M • • 829
Qwen/Qwen2.5-VL-7B-Instruct

Image-Text-to-Text • 8B • Updated Apr 6 • 3.88M • • 1.32k
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 159

Running

MCP

2.82k

2.82k

Anycoder

🏢

Generate Gradio app code based on user requests
Running

274

274

Qwen2.5 Coder Artifacts

🐢

Generate code snippets based on user input
Running

924

924

QwQ-32B-Preview

🔍

QwQ-32B-Preview
Running on CPU Upgrade

13.6k

13.6k

Open LLM Leaderboard

🏆

Track, rank and evaluate open LLMs and chatbots

Collection of useful papers.

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 91
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 51
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Paper • 2101.03961 • Published Jan 11, 2021 • 13
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 11

Pretrain/Finetuning

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6, 2024 • 189
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

Paper • 2407.01906 • Published Jul 2, 2024 • 43
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 56
LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6

Source Papers of LLM Giants

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Paper • 2311.07919 • Published Nov 14, 2023 • 10
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 166
Qwen2-Audio Technical Report

Paper • 2407.10759 • Published Jul 15, 2024 • 61

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 156
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

CLEAR: Character Unlearning in Textual and Visual Modalities

Paper • 2410.18057 • Published Oct 23, 2024 • 209
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 55
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 63
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Paper • 2411.02355 • Published Nov 4, 2024 • 51

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Collection of useful papers.

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 91
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 51
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Paper • 2101.03961 • Published Jan 11, 2021 • 13
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 11

Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 18
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 44
Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 30
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 77

Pretrain/Finetuning

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6, 2024 • 189
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

Paper • 2407.01906 • Published Jul 2, 2024 • 43
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 56
LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 159

Source Papers of LLM Giants

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Paper • 2311.07919 • Published Nov 14, 2023 • 10
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 166
Qwen2-Audio Technical Report

Paper • 2407.10759 • Published Jul 15, 2024 • 61

Qwen/Qwen2.5-7B-Instruct

Text Generation • 8B • Updated Jan 12 • 7.46M • • 829
Qwen/Qwen2.5-VL-7B-Instruct

Image-Text-to-Text • 8B • Updated Apr 6 • 3.88M • • 1.32k
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 159

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 156
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

Running

MCP

2.82k

2.82k

Anycoder

🏢

Generate Gradio app code based on user requests
Running

274

274

Qwen2.5 Coder Artifacts

🐢

Generate code snippets based on user input
Running

924

924

QwQ-32B-Preview

🔍

QwQ-32B-Preview
Running on CPU Upgrade

13.6k

13.6k

Open LLM Leaderboard

🏆

Track, rank and evaluate open LLMs and chatbots

CLEAR: Character Unlearning in Textual and Visual Modalities

Paper • 2410.18057 • Published Oct 23, 2024 • 209
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 55
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 63
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Paper • 2411.02355 • Published Nov 4, 2024 • 51

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