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 last year
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:
- Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆40Updated last year
- Open sourced backend for Martian's LLM Inference Provider Leaderboard☆19Updated 11 months ago
- FuseAI Project☆87Updated 6 months ago
- NeurIPS 2023 - Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer☆43Updated last year
- Implementation of "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆40Updated 9 months ago
- OpenLLMDE: An open source data engineering framework for LLMs☆17Updated 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
- ☆40Updated 3 months ago
- Manages vllm-nccl dependency☆17Updated last year
- Data preparation code for CrystalCoder 7B LLM☆45Updated last year
- Large Scale Distributed Model Training strategy with Colossal AI and Lightning AI☆56Updated last year
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆76Updated last year
- a Fine-tuned LLaMA that is Good at Arithmetic Tasks☆178Updated last year
- Open Implementations of LLM Analyses☆105Updated 10 months ago
- This is a personal reimplementation of Google's Infini-transformer, utilizing a small 2b model. The project includes both model and train…☆58Updated last year
- ☆94Updated 8 months ago
- Understanding the correlation between different LLM benchmarks☆29Updated last year
- Inference script for Meta's LLaMA models using Hugging Face wrapper☆110Updated 2 years ago
- LMTuner: Make the LLM Better for Everyone☆36Updated last year
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆59Updated last year
- ☆65Updated last year
- Reward Model framework for LLM RLHF☆61Updated 2 years ago
- Data preparation code for Amber 7B LLM☆91Updated last year
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- LLMs as Collaboratively Edited Knowledge Bases☆45Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆56Updated 2 weeks ago
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆97Updated last year
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆85Updated last year
- PROSE Public Benchmark Suite☆27Updated 2 weeks ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆123Updated 6 months ago