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Collections including paper arxiv:2306.11644

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 44

AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn

Paper • 2306.08640 • Published Jun 14, 2023 • 26
Demystifying GPT Self-Repair for Code Generation

Paper • 2306.09896 • Published Jun 16, 2023 • 20
Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149
nampdn-ai/tiny-codes

Viewer • Updated Sep 30, 2023 • 1.63M • 560 • 279

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 39
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 89
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 247
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 25

LLM-better-than-LLaMA

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149

Code Evaluation

Collection of Papers on Code Evaluation (from code generation language models)

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 8
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 9
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Paper • 2102.04664 • Published Feb 9, 2021 • 2

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 96
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 53
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15

A collection dedicated to keep the assets of RIA - Paraguay

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 105
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 44

Code Evaluation

Collection of Papers on Code Evaluation (from code generation language models)

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 8
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 9
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Paper • 2102.04664 • Published Feb 9, 2021 • 2

AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn

Paper • 2306.08640 • Published Jun 14, 2023 • 26
Demystifying GPT Self-Repair for Code Generation

Paper • 2306.09896 • Published Jun 16, 2023 • 20
Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149
nampdn-ai/tiny-codes

Viewer • Updated Sep 30, 2023 • 1.63M • 560 • 279

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 96
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 53
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 15

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 39
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 89
Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 247
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 25

A collection dedicated to keep the assets of RIA - Paraguay

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149

LLM-better-than-LLaMA

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 149

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