Top 12 exllama alternatives

Comparable LLM Inference AI agents, ranked by popularity. Not sold on exllama? These are the closest options worth a look.

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exllama

exllama is a highly optimized implementation of the Llama language model for inference, specifically designed to work efficiently with quantized weights. It improves upon the Hugging Face transformers implementation by reducing memory usage and increasing speed, making it suitable for resource-constrained environments.

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Best exllama alternatives

1 exllama vs DeepSpeed-Mii →
2 exllama vs deploy-llms-with-ansible →
3
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LLM Inference

FastChat is an open-source platform for serving and interacting with multiple large language models (LLMs) efficiently. ...

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exllama vs FastChat →
4 exllama vs FasterTransformer →
5
I
LLM Inference

Infinity is a Python-based tool designed for efficient text-embedding inference, enabling users to generate embeddings l...

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6
L
LLM Inference

Liger-Kernel provides optimized Triton kernels for efficient large language model (LLM) training, focusing on performanc...

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7
L
LLM Inference

LMDeploy is a high-performance inference and serving framework designed for large language models (LLMs) and vision-lang...

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8
M
LLM Inference

MInference is an open-source tool designed to optimize the inference process of long-context large language models (LLMs...

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9
m
LLM Inference

mistral.rs is a Rust-based implementation for efficient inference of Mistral language models, focusing on high performan...

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10
p
LLM Inference

prima.cpp is a distributed implementation of llama.cpp designed to enable efficient inference of large language models (...

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11
S
LLM Inference

SGLang is an open-source framework designed for efficient serving of large language models (LLMs) and vision language mo...

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12
S
LLM Inference

SkyPilot is an open-source framework for running large language models (LLMs) and batch jobs across multiple cloud provi...

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