DeepSpeed VS llama

Compare DeepSpeed vs llama 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)

llama

Inference code for LLaMA models (by facebookresearch)
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DeepSpeed llama
51 178
31,510 50,146
3.4% 4.8%
9.8 8.6
5 days ago 7 days ago
Python Python
Apache License 2.0 GNU General Public License v3.0 or later
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.

llama

Posts with mentions or reviews of llama. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-01.

What are some alternatives?

When comparing DeepSpeed and llama 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

langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]

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

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

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

chatgpt-vscode - A VSCode extension that allows you to use ChatGPT

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]