DeepSpeed VS fairscale

Compare DeepSpeed vs fairscale 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 deepspeedai)

fairscale

PyTorch extensions for high performance and large scale training. (by facebookresearch)
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DeepSpeed fairscale
52 6
38,430 3,315
1.9% 1.0%
9.7 3.0
2 days ago 24 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.

fairscale

Posts with mentions or reviews of fairscale. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-27.

What are some alternatives?

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

unsloth - Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥

Megatron-DeepSpeed - Ongoing research training transformer language models at scale, including: BERT & GPT-2

Megatron-LM - Ongoing research training transformer models at scale

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

torchscale - Foundation Architecture for (M)LLMs

InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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