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xtuner InternLM

341

4.5k

apache-2.0

36

An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)

llm peft phi3 qwen agent llava llama2 llama3 chatbot mixtral msagent baichuan chatglm2 chatglm3 internlm llm-training conversational-ai large-language-models supervised-finetuning

Created 2023-07-11

336 commits to main branch, last one about a month ago

InternLM-XComposer InternLM

172

2.8k

apache-2.0

43

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

gpt llm mllm gpt-4 chatgpt foundation multimodal language-model multi-modality instruction-tuning vision-transformer large-language-model supervised-finetuning vision-language-model visual-language-learning large-vision-language-model

Created 2023-09-26

416 commits to main branch, last one 2 months ago

Awesome-Knowledge-Distillation-of-LLMs Tebmer

56

982

unknown

15

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vert...

kd llm survey feedback alignment compression multi-modal self-training data-synthesis data-augmentation self-distillation large-language-model instruction-following supervised-finetuning knowledge-distillation

Created 2024-02-08

56 commits to main branch, last one about a month ago

AlignLLMHumanSurvey GaryYufei

32

724

unknown

30

Aligning Large Language Models with Human: A Survey

llms rlhf gpt-4 llama llama2 survey awesome chatgpt chinese-llama large-language-models supervised-finetuning

Created 2023-07-23

50 commits to main branch, last one about a year ago

magpie magpie-align

60

673

mit

5

[ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data generation pipeline!

llm nlp phi3 gemma paper qwen2 llama2 llama3 dataset alignment synthetic-data supervised-finetuning synthetic-dataset-generation

Created 2024-06-12

74 commits to main branch, last one 27 days ago

sft_datasets chaoswork

41

506

unknown

2

开源SFT数据集整理,随时补充

llms datasets chinese-dataset large-language-models supervised-finetuning

Created 2023-06-02

2 commits to master branch, last one about a year ago

kodcode KodCode-AI

10

195

apache-2.0

2

✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions - all in one framwork

nlp paper coding dataset synthetic-data code-generation large-language-models supervised-finetuning synthetic-dataset-generation

Created 2025-02-21

25 commits to main branch, last one 12 days ago

InstructERC LIN-SHANG

9

135

unknown

2

The offical realization of InstructERC

llama-7b llama2-7b chatglm-6b chatglm2-6b large-language-models supervised-finetuning unified-data-processing emotion-recognition-in-conversation

Created 2023-08-25

25 commits to main branch, last one 3 months ago

4

117

unknown

6

[ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".

language-model self-distillation supervised-finetuning

Created 2024-02-20

25 commits to main branch, last one 6 months ago

5

80

other

5

Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models. CVPR Oral 2025.

cvpr2025 autonomous-driving imitation-learning traffic-simulation waymo-open-dataset next-token-prediction supervised-finetuning

Created 2024-12-04

12 commits to main branch, last one 9 days ago

ScaleQuest yyDing1

8

61

apache-2.0

2

We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.

nlp llms qwen2 llama3 dataset mistral mathematics deepseek-math synthetic-data supervised-finetuning

Created 2024-08-23

47 commits to main branch, last one 5 months ago

LogLLM guanwei49

9

49

unknown

1

LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)

llm system-logs system-security anomaly-detection large-language-models supervised-finetuning

Created 2024-10-31

21 commits to master branch, last one about a month ago

InstructionModelling ShiZhengyan

8

36

unknown

3

[NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"

language-model instruction-tuning supervised-finetuning natural-language-processing

Created 2024-05-19

3 commits to main branch, last one 10 months ago

MLLM-Finetuning-Demo BUAADreamer

2

32

unknown

1

使用LLaMA-Factory微调多模态大语言模型的示例代码 Demo of Finetuning Multimodal LLM with LLaMA-Factory

lora mllm llava yi-vl paligemma pretraining finetune-llm transformers llama-factory huggingface-datasets supervised-finetuning

Created 2024-05-25

15 commits to master branch, last one 7 months ago

inst-it inst-it

0

29

unknown

3

Official repository of "Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning"

multimodal instruction-tuning supervised-finetuning large-multimodal-models multimodal-large-language-models

Created 2024-12-04

12 commits to main branch, last one about a month ago