modelize-ai / LLM-Inference-Deployment-TutorialLinks
Tutorial for LLM developers about engine design, service deployment, evaluation/benchmark, etc. Provide a C/S style optimized LLM inference engine.
☆19Updated 2 years ago
Alternatives and similar repositories for LLM-Inference-Deployment-Tutorial
Users that are interested in LLM-Inference-Deployment-Tutorial are comparing it to the libraries listed below
Sorting:
- Benchmark baseline for retrieval qa applications☆115Updated last year
 - Open Implementations of LLM Analyses☆107Updated last year
 - ☆79Updated 9 months ago
 - NeurIPS 2023 - Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer☆44Updated last year
 - Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated last year
 - ☆44Updated 6 months ago
 - Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆41Updated last year
 - FuseAI Project☆87Updated 9 months ago
 - Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆99Updated 2 years ago
 - a Fine-tuned LLaMA that is Good at Arithmetic Tasks☆178Updated 2 years ago
 - Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
 - Self-host LLMs with LMDeploy and BentoML☆21Updated 3 months ago
 - LLMs as Collaboratively Edited Knowledge Bases☆45Updated last year
 - Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆134Updated 2 years ago
 - ☆17Updated last year
 - Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆167Updated 11 months ago
 - ☆85Updated 2 years ago
 - Code for KaLM-Embedding models☆94Updated 4 months ago
 - Repo of ACL 2025 Paper "Quantification of Large Language Model Distillation"☆93Updated 3 months ago
 - Understanding the correlation between different LLM benchmarks☆29Updated last year
 - This is a text generation method which returns a generator, streaming out each token in real-time during inference, based on Huggingface/…☆97Updated last year
 - Reward Model framework for LLM RLHF☆61Updated 2 years ago
 - Experiments on speculative sampling with Llama models☆125Updated 2 years ago
 - ☆61Updated 10 months ago
 - ☆16Updated 2 years ago
 - [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆76Updated last year
 - 🔧 Compare how Agent systems perform on several benchmarks. 📊🚀☆102Updated 2 months ago
 - Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom …☆44Updated last year
 - ☆36Updated last year
 - Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆86Updated 9 months ago