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/Mistral/Mistral 7B Instruct v0.2
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Mistral 7B Instruct v0.2

Ready
model path:accounts/fireworks/models/mistral-7b-instruct-v0p2

Mistral 7B Instruct v0.2 is an instruction fine-tuned version of the Mistral 7B v0.2 language model. This update introduces key improvements over v0.1, including an expanded context window of 32k tokens (up from 8k), a Rope-theta value of 1e6, and the removal of Sliding-Window Attention. Designed to excel in generating coherent and contextually rich responses, it is suitable for a wide range of natural language processing tasks.

Mistral 7B Instruct v0.2 API Features

Fine-tuning

Docs

Mistral 7B Instruct v0.2 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 Instruct v0.2 on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

Metadata

State
Ready
Created on
2/29/2024
Kind
Base model
Provider
Mistral

Specification

Calibrated
No
Mixture-of-Experts
No
Parameters
7.24B

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