feat: Add Mistral 7B Inference Template #82
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds a template for deploying Mistral 7B on Nosana’s decentralized GPU network. The template enables high-performance text generation and summarization using Hugging Face’s text-generation-inference library, optimized for low-latency inference and reduced GPU memory consumption via 4-bit quantization.
Key Features
Optimized Inference: Leverages Hugging Face’s TGI for efficient text generation.
4-bit Quantization: Reduces GPU memory usage by ~50%.
Configurable Parameters: Supports custom input/token limits (MAX_INPUT_LENGTH, MAX_TOTAL_TOKENS).
Easy API Integration: Simple HTTP endpoints for seamless integration.