David Wong's starred repositories
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
Awesome-Domain-LLM
收集和梳理垂直领域的开源模型、数据集及评测基准。
Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Awesome-LLM-Compression
Awesome LLM compression research papers and tools.
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
Awesome-LLM-Survey
An Awesome Collection for LLM Survey
LocalAIVoiceChat
Local AI talk with a custom voice based on Zephyr 7B model. Uses RealtimeSTT with faster_whisper for transcription and RealtimeTTS with Coqui XTTS for synthesis.
awesome-local-llms
Compare open-source local LLM inference projects by their metrics to assess popularity and activeness.
Awesome-Knowledge-Distillation-of-LLMs
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 & Vertical Distillation of LLMs.
Awesome-LLM-Tabular
Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
markdown-it
Markdown parser, done right. 100% CommonMark support, extensions, syntax plugins & high speed
SheetCopilot
We release a general framework for prompting LLMs to manipulate software in a closed-loop manner.
large-qa-datasets
A collection of large question answering datasets
jsoneditor
A web-based tool to view, edit, format, and validate JSON
AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)