Mistral: Mistral 7B Instruct v0.2

Text input Text output
Author's Description

A high-performing, industry-standard 7.3B parameter model, with optimizations for speed and context length. An improved version of [Mistral 7B Instruct](/modelsmistralai/mistral-7b-instruct-v0.1), with the following changes: - 32k context window (vs 8k context in v0.1) - Rope-theta = 1e6 - No Sliding-Window Attention

Key Specifications
Cost
$$$
Context
32K
Parameters
7B
Released
Dec 27, 2023
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Stop Frequency Penalty Presence Penalty Top P Logit Bias Temperature Min P Max Tokens
Performance Summary

Mistral 7B Instruct v0.2, an improved 7.3B parameter model from mistralai, demonstrates exceptional speed and competitive pricing. It consistently ranks among the fastest models and offers highly competitive pricing across various benchmarks. The model also exhibits strong reliability with a 93% success rate, indicating consistent delivery of usable responses. In terms of performance across categories, Mistral 7B Instruct v0.2 shows a mixed profile. It achieves a strong 99.0% accuracy in Ethics, placing it in the 60th percentile, and performs reasonably well in General Knowledge with 88.3% accuracy. However, its performance in Email Classification (89.0% accuracy, 13th percentile) and Coding (47.0% accuracy, 21st percentile) is less impressive. A significant weakness is observed in Instruction Following, where it recorded 0.0% accuracy, suggesting a critical area for improvement. The model's extended 32k context window and optimizations for speed are notable enhancements over its predecessor.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.2
Completion $0.2

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
Together
Together | mistralai/mistral-7b-instruct-v0.2 32K $0.2 / 1M tokens $0.2 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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