fskong

fskong's Stars

• EnnengYang/RepresentationSurgery

  Representation Surgery for Multi-Task Model Merging. ICML, 2024.

  Language:Python323

• McGill-NLP/llm2vec

  Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

  Language:Python1.3k98

• nik-dim/tall_masks

  Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]

  Language:Python36

• EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

  Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

  24110

• zhiyuanhubj/LongRecipe

  LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models

  Language:Python734

• bloomberg/dataless-model-merging

  Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)

  Language:Python855

• naver-ai/model-stock

  Model Stock: All we need is just a few fine-tuned models

  Language:Jupyter Notebook931

• yule-BUAA/MergeLM

  Codebase for Merging Language Models (ICML 2024)

  Language:Python77846

• LetheSec/HuggingFace-Download-Accelerator

  利用HuggingFace的官方下载工具从镜像网站进行高速下载。

  Language:Python86280

• arcee-ai/mergekit

  Tools for merging pretrained large language models.

  Language:Python4.9k448

• FlagOpen/FlagEmbedding

  Retrieval and Retrieval-augmented LLMs

  Language:Python7.8k571

• ielab/vec2text-dense_retriever-threat

  Is Vec2Text Really a Threat toDense Retrieval Systems?

  Language:Python161

• jxmorris12/vec2text

  utilities for decoding deep representations (like sentence embeddings) back to text

  Language:Python75085

• RManLuo/Awesome-LLM-KG

  Awesome papers about unifying LLMs and KGs

  2.1k157

• tloen/alpaca-lora

  Instruct-tune LLaMA on consumer hardware

  Language:Jupyter Notebook18.7k2.2k

• liuyeah/K-HTC

  Language:Python122

• KarelDO/xmc.dspy

  In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

  Language:Python38724

• liguodongiot/llm-action

  本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

  Language:HTML11.4k1.2k

• zepingyu0512/awesome-llm-understanding-mechanism

  awesome papers in LLM interpretability

  33811

• zhiyuanhubj/UoT

  [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

  Language:Python784

• ServiceNow/data-augmentation-with-llms

  Data Augmentation for Intent Classification with Off-the-Shelf Large Language Models is a ServiceNow Research project

  Language:Python28

• LuoXiaoHeics/COBE

  Language:Python92

• cathyxl/MAgIC

  Language:Python34

• 1KE-JI/HierVerb

  Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).

  Language:Python271

• junchenzhi/Neural-Hidden-CRF

  Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler

  Language:Python81

• ChengtaiCao/Awesome-Mix

  A curated list of awesome Mix

  641

• eugeneyan/open-llms

  📋 A list of open LLMs available for commercial use.

  11.3k746

• hiyouga/ChatGLM-Efficient-Tuning

  Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

  Language:Python3.7k472

• thunlp/OpenPrompt

  An Open-Source Framework for Prompt-Learning.

  Language:Python4.4k455

• TinyZeaMays/CircleLoss

  Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

  Language:Python45793