DeepSpeed VS Finetune_LLMs

Compare DeepSpeed vs Finetune_LLMs and see what are their differences.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. (by microsoft)
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DeepSpeed Finetune_LLMs
51 2
32,055 432
3.1% -
9.8 8.5
4 days ago 2 months ago
Python Python
Apache License 2.0 GNU Affero General Public License v3.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

DeepSpeed

Posts with mentions or reviews of DeepSpeed. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-06.

Finetune_LLMs

Posts with mentions or reviews of Finetune_LLMs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-23.

What are some alternatives?

When comparing DeepSpeed and Finetune_LLMs you can also consider the following projects:

ColossalAI - Making large AI models cheaper, faster and more accessible

Megatron-LM - Ongoing research training transformer models at scale

fairscale - PyTorch extensions for high performance and large scale training.

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

accelerate - 🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

mesh-transformer-jax - Model parallel transformers in JAX and Haiku

llama - Inference code for Llama models

text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

flash-attention - Fast and memory-efficient exact attention

server - The Triton Inference Server provides an optimized cloud and edge inferencing solution.

gpt-neox - An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.