Activefastllm Open Source

Mistral 7B

by Mistral AI· Released September 2023

Mistral 7B is a small yet powerful language model that outperforms larger models like Llama 2 13B on many benchmarks. It is designed for efficient deployment and fine-tuning, making it a popular choice for developers seeking high performance with lower computational costs.

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

8K tokens

Max output

—

Modalities

text

Parameters

License

Apache-2.0

Capabilities

Text GenerationCode GenerationInstruction FollowingFine-tuningStreamingJSON Mode

Best For

Efficient, high-performance text generation and code tasks with a small model footprint.

Strengths

Outperforms larger models on many benchmarks
Efficient inference and low memory footprint
Strong coding and reasoning abilities
Open source with permissive license

Limitations

Smaller context window (8K tokens)
Not multimodal (text-only)
May struggle with very complex reasoning compared to larger models
No native function calling support

Use Cases

Chatbots and virtual assistants

Code generation and completion

Text summarization

Question answering

Content creation

Educational tools

Fine-tuning for domain-specific tasks

Back to all models

Activefastllm Open Source

Mistral 7B

by Mistral AI· Released September 2023

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

8K tokens

Max output

—

Modalities

text

Parameters

License

Apache-2.0

Capabilities

Text GenerationCode GenerationInstruction FollowingFine-tuningStreamingJSON Mode

Best For

Efficient, high-performance text generation and code tasks with a small model footprint.

Strengths

Outperforms larger models on many benchmarks
Efficient inference and low memory footprint
Strong coding and reasoning abilities
Open source with permissive license

Limitations

Smaller context window (8K tokens)
Not multimodal (text-only)
May struggle with very complex reasoning compared to larger models
No native function calling support

Use Cases

Chatbots and virtual assistants

Code generation and completion

Text summarization

Question answering

Content creation

Educational tools

Fine-tuning for domain-specific tasks

Back to all models