open sourcellm

Vicuna-13B v1.5

Transform your conversational AI applications with Vicuna-13B v1.5.

Developed by LMSYS

Official Site
13BParams
YesAPI Available
stableStability
1.5Version
Apache 2.0License
PyTorchFramework
YesRuns Locally
Real-World Applications
  • Customer support automationOptimized Capability
  • Interactive educational toolsOptimized Capability
  • Chatbot developmentOptimized Capability
  • Code assistanceOptimized Capability
Implementation Example
Example Prompt
Generate a Python function that calculates the factorial of a number.
Model Output
"def factorial(n):\n if n == 0:\n return 1\n else:\n return n * factorial(n-1)"
Advantages
  • ✓ Fine-tuned from LLaMA for improved conversational performance.
  • ✓ Open-source under Apache 2.0, offering flexibility for modifications.
  • ✓ Built using PyTorch, allowing for compatibility with numerous machine learning ecosystems.
Limitations
  • ✗ Requires substantial computational resources for optimal performance.
  • ✗ May produce inconsistent outputs in highly specialized subjects.
  • ✗ Dependant on quality of input text; ambiguous prompts can lead to unclear responses.
Model Intelligence & Architecture

Technical Documentation

Vicuna-13B v1.5 is an advanced conversational AI model, designed to enhance interaction quality through its robust architecture and extensive training. It leverages the foundation of Meta's LLaMA model, incorporating innovative fine-tuning techniques to ensure accuracy and engagement in dialogues. Released under Apache 2.0, it is suitable for various applications, providing developers with a versatile tool to integrate conversational AI into diverse fields.

Technical Specification Sheet
Technical Details
Architecture
Causal Decoder-only Transformer
Stability
stable
Framework
PyTorch
Signup Required
No
API Available
Yes
Runs Locally
Yes
Release Date
2023-10-22

Best For

Creating conversational agents in customer service and educational platforms.

Alternatives

OpenAI's GPT-3, Anthropic's Claude, Google's LaMDA

Pricing Summary

Available as open-source with no direct costs, though infrastructure expenses may apply.

Compare With

Vicuna-13B v1.5 GopherVicuna-13B v1.5 ChatGPTVicuna-13B v1.5 ClaudeVicuna-13B v1.5 BlenderBot

Explore Tags

#conversational#chat model

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