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Collections including paper arxiv:2401.00788

Unicron: Economizing Self-Healing LLM Training at Scale

Paper • 2401.00134 • Published Dec 30, 2023 • 9
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Paper • 2401.04398 • Published Jan 9 • 18
The Impact of Reasoning Step Length on Large Language Models

Paper • 2401.04925 • Published Jan 10 • 15

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4 • 59
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 174
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2 • 50
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Paper • 2401.01325 • Published Jan 2 • 24

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 62
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Paper • 2401.18059 • Published Jan 31 • 27

Code Generation

LLM-Assisted Code Cleaning For Training Accurate Code Generators

Paper • 2311.14904 • Published Nov 25, 2023 • 3
The Program Testing Ability of Large Language Models for Code

Paper • 2310.05727 • Published Oct 9, 2023 • 1
Neural Rankers for Code Generation via Inter-Cluster Modeling

Paper • 2311.03366 • Published Oct 16, 2023 • 1
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

✨Astraios-15B

bigcode/astraios-lora

Updated Jan 1 • 1
bigcode/astraios-ptuning

Updated Jan 1 • 1
bigcode/astraios-parallel

Updated Jan 1 • 1
bigcode/astraios-adapterh

Updated Jan 1 • 1

bigcode/astraios-7b-adapterp

Updated Jan 1 • 1
bigcode/astraios-7b-lora

Updated Jan 1 • 1
bigcode/astraios-7b-adapterh

Updated Jan 1 • 1
bigcode/astraios-7b-fft

Updated Jan 1

bigcode/astraios-3b-adapterp

Updated Jan 1 • 2
bigcode/astraios-3b-adapterh

Updated Jan 1 • 2
bigcode/astraios-3b-ptuning

Updated Jan 1 • 2
bigcode/astraios-3b-lora

Updated Jan 1 • 4

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21
bigcode/astraios-1b-fft

Updated Jan 1
bigcode/astraios-1b-adapterh

Updated Jan 1 • 2
bigcode/astraios-1b-parallel

Updated Jan 1 • 2

Code Generation

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Paper • 2310.18628 • Published Oct 28, 2023 • 6
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 68
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21
mistralai/Codestral-22B-v0.1

Updated 1 day ago • 545

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 68
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning

Paper • 2311.02303 • Published Nov 4, 2023 • 4
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 21
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

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