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DeepSpeed Alternatives
Similar projects and alternatives to DeepSpeed
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textgen
Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.
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ollama
Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
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diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch (by ShivamShrirao)
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gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
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FlexLLMGen
Discontinued Running large language models on a single GPU for throughput-oriented scenarios.
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accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
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AnimatedDrawings
Discontinued Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
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finetune-gpt2xl
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better DeepSpeed alternative or higher similarity.
DeepSpeed discussion
DeepSpeed reviews and mentions
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 2025-06-09.
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AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale
DeepSpeed Optimization Library - An open-source library compatible with HyperPod that offers advanced pipeline and system optimizations for LLM training.
- All Data and AI Weekly #193 - June 9, 2025
- DeepSpeed-Domino: Communication-Free LLM Training Engine
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Can we discuss MLOps, Deployment, Optimizations, and Speed?
DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.
- [P][D] A100 is much slower than expected at low batch size for text generation
- DeepSpeed-FastGen: High-Throughput for LLMs via MII and DeepSpeed-Inference
- DeepSpeed-FastGen: High-Throughput Text Generation for LLMs
- Why async gradient update doesn't get popular in LLM community?
- DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models (r/MachineLearning)
- [P] DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
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A note from our sponsor - SaaSHub
www.saashub.com | 14 Jun 2026
Stats
Basic DeepSpeed repo stats
54
42,495
9.6
4 days ago
deepspeedai/DeepSpeed is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of DeepSpeed is Python.
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