aishwaryanr/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
#awesome #awesome_list #generative_ai #interview_questions #large_language_models #llms #notebook_jupyter #vision_and_language
Stars: 332 Issues: 0 Forks: 57
https://github.com/aishwaryanr/awesome-generative-ai-guide

BradyFU/Video-MME
✨✨Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Language: Python
#large_language_models #large_vision_language_models #mme #multimodal_large_language_models #video #video_mme
Stars: 182 Issues: 1 Forks: 6
https://github.com/BradyFU/Video-MME

zou-group/textgrad
Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
Language: Python
#compound_systems #large_language_models #prompt_optimization #textual_gradients
Stars: 267 Issues: 2 Forks: 16
https://github.com/zou-group/textgrad

QwenLM/Qwen2-Math
A series of math-specific large language models of our Qwen2 series.
Language: Python
#large_language_models #mathematics #qwen2
Stars: 252 Issues: 1 Forks: 13
https://github.com/QwenLM/Qwen2-Math

ictnlp/LLaMA-Omni
LLaMA-Omni is a low-latency and high-quality end-to-end speech interaction model built upon Llama-3.1-8B-Instruct, aiming to achieve speech capabilities at the GPT-4o level.
Language: Python
#large_language_models #multimodal_large_language_models #speech_interaction #speech_language_model #speech_to_speech #speech_to_text
Stars: 274 Issues: 1 Forks: 16
https://github.com/ictnlp/LLaMA-Omni

ictnlp/LLaVA-Mini
LLaVA-Mini is a unified large multimodal model (LMM) that can support the understanding of images, high-resolution images, and videos in an efficient manner.
Language: Python
#efficient #gpt4o #gpt4v #large_language_models #large_multimodal_models #llama #llava #multimodal #multimodal_large_language_models #video #vision #vision_language_model #visual_instruction_tuning
Stars: 173 Issues: 7 Forks: 11
https://github.com/ictnlp/LLaVA-Mini

HKUDS/MiniRAG
"MiniRAG: Making RAG Simpler with Small and Free Language Models"
Language: Python
#large_language_models #rag #retrieval_augmented_generation
Stars: 221 Issues: 1 Forks: 27
https://github.com/HKUDS/MiniRAG

HKUDS/VideoRAG
"VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos"
Language: Python
#large_language_models #llms #long_video_understanding #multi_modal_llms #rag #retrieval_augmented_generation
Stars: 201 Issues: 1 Forks: 14
https://github.com/HKUDS/VideoRAG

cxcscmu/Crawl4LLM
Official repository for "Crawl4LLM: Efficient Web Crawling for LLM Pretraining"
Language: Python
#crawler #crawling #large_language_models #llm #pre_training #pretraining #web_crawler #web_crawling
Stars: 359 Issues: 0 Forks: 25
https://github.com/cxcscmu/Crawl4LLM

KalyanKS-NLP/rag-zero-to-hero-guide
Comprehensive guide to learn RAG from basics to advanced.
Language: Jupyter Notebook
#ai_engineer #generative_ai #large_language_models #llm_engineer #llm_rag #llms #retrieval_augmented_generation
Stars: 344 Issues: 0 Forks: 89
https://github.com/KalyanKS-NLP/rag-zero-to-hero-guide

QwenLM/ParScale
Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling
Language: Python
#large_language_models #llm #machine_learning #scaling_law
Stars: 222 Issues: 1 Forks: 9
https://github.com/QwenLM/ParScale