colab-llm-inference
CommunityDeploy and serve LLM text generation models via Google Colab with Gradio UI.
Authorkngender5
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the process of deploying and serving large language models (LLMs) on Google Colab, providing a user-friendly interface for text generation and inference tasks.
Core Features & Use Cases
- Deploy LLMs: Serve various LLMs like LLaMA, Mistral, Qwen, etc., on Google Colab.
- Gradio UI: Offers a public URL with a Gradio UI for interactive text generation.
- Quantization and Optimization: Handles quantization, vLLM, Unsloth, T4/A100 optimizations for efficient performance.
- Use Case: Ideal for creating a web-based chatbot or interactive text generation tool that leverages the power of LLMs without the need for local infrastructure.
Quick Start
Deploy the LLM model 'unsloth/Llama-3.2-3B-Instruct-bnb-4bit' on Google Colab and use it for text generation with Gradio.
Dependency Matrix
Required Modules
torchtransformersacceleratebitsandbytesgradiohuggingface-hubunslothvllm
Components
scriptsreferencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: colab-llm-inference Download link: https://github.com/kngender5/hermes/archive/main.zip#colab-llm-inference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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