ilkerkesen

ilkerkesen's Stars

• ollama/ollama

  Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.

  Language:Go98.2k5864.9k7.8k

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python34.4k2135.3k4.2k

• unslothai/unsloth

  Finetune Llama 3.2, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 80% less memory

  Language:Python18.2k1251k1.3k

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.

  Language:Jupyter Notebook15.2k1933792.2k

• Lightning-AI/litgpt

  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

  Language:Python10.7k947841.1k

• RUCAIBox/LLMSurvey

  The official GitHub page for the survey paper "A Survey of Large Language Models".

  Language:Python10.5k15864820

• huggingface/text-generation-inference

  Large Language Model Text Generation Inference

  Language:Python9.1k1011.4k1.1k

• cxli233/FriendsDontLetFriends

  Friends don't let friends make certain types of data visualization - What are they and why are they bad.

  Language:R6.4k1147248

• janikvonrotz/awesome-powershell

  A curated list of delightful PowerShell modules and resources

  Language:PowerShell4.9k22328421

• allenai/OLMo

  Modeling, training, eval, and inference code for OLMo

  Language:Python4.6k47199473

• peterbrittain/asciimatics

  A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations

  Language:Python3.7k64299239

• stanford-futuredata/ColBERT

  ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

  Language:Python3.1k41268388

• NVlabs/VILA

  VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

  Language:Python2k27129159

• MiuLab/Taiwan-LLM

  Traditional Mandarin LLMs for Taiwan

  Language:Python1.3k1954104

• BatsResearch/bonito

  A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

  Language:Python699122746

• dome272/Wuerstchen

  Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

  Language:Jupyter Notebook528232236

• inseq-team/inseq

  Interpretability for sequence generation models 🐛 🔍

  Language:Python376108836

• tianyi-lab/HallusionBench

  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

  Language:Python2444117

• theislab/ehrapy

  Electronic Health Record Analysis with Python.

  Language:Python232531919

• DAMO-NLP-SG/VCD

  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

  Language:Python2096239

• IBM/SALMON

  Self-Alignment with Principle-Following Reward Models

  Language:Python1486314

• YiyangZhou/LURE

  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

  Language:Python1344145

• zeyofu/BLINK_Benchmark

  This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.org/abs/2404.12390 [ECCV 2024]

  Language:Python1074127

• mbzuai-nlp/bactrian-x

  A Multilingual Replicable Instruction-Following Model

  Language:Python94943

• neulab/langrank

  A program to choose transfer languages for cross-lingual learning

  Language:Python719819

• Hritikbansal/videocon

  Language:Python55310

• ViralLab/TurkishBERTweet

  TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis

  Language:Python31211

• Heidelberg-NLP/CC-SHAP-VLM

  Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?"

  Language:Python5101

• cyberiada/cartography-for-compositionality

  The official repository for our EMNLP 2023 Findings paper, Harnessing Dataset Cartography for Better Compositional Generalization in Transformers

  Language:Jupyter Notebook3100

• flipz357/overview-of-my-thesis-code

  This is an overview over the works associated with my dissertation.

  2100