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Model Library
/Mistral/Mistral 7B
model path:accounts/fireworks/models/mistral-7b

The Mistral-7B-v0.1 Large Language Model (LLM) is a pretrained generative text model with 7 billion parameters utilizing Grouped-query attention (GQA) for faster inference and Sliding window attention (SWA) to handle longer sequences at a lower cost.

Mistral 7B API Features

Fine-tuning

Docs

Mistral 7B can be customized with your data to improve responses. Fireworks uses LoRA to efficiently train and deploy your personalized model

On-demand Deployment

Docs

On-demand deployments allow you to use Mistral 7B on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

Metadata

State
Ready
Created on
10/6/2023
Kind
Base model
Provider
Mistral

Specification

Calibrated
No
Mixture-of-Experts
No
Parameters
7B

Supported Functionality

Fine-tuning
Supported
Serverless
Not supported
Context Length
32.7k tokens
Function Calling
Not supported
Embeddings
Not supported
Rerankers
Not supported
Support image input
Not supported