Bloom 3B Conversational is an open-source language model by CreitinGameplays. Features: 3b LLM, VRAM: 6.1GB, License: mit, Instruction-Based, LLM Explorer Score: 0.16, Arc: 38.1, HellaSwag: 56.2, MMLU: 25.4, GSM8K: 1.1.
Bloom 3B Conversational Parameters and Internals
Model Type text generation, chatbot, conversational AI
Use Cases
Areas: research, exploration of conversational AI applications
Primary Use Cases: Generating responses to user prompts in a chat assistant setting, Creating chatbot interaction examples, Studying language models for conversation
Limitations: Optimized for specific formats, May not generalize to different styles, Potential biases, Limited factual accuracy, Primarily English responses
Supported Languages Training Details
Data Sources: Xilabs/instructmix, CreitinGameplays/small-chat-assistant-for-bloom, sahil2801/CodeAlpaca-20k
Methodology: Fine-tuned for chat assistance
Model Architecture:
Input Output
Input Format: <|system|> {system prompt} ~~ <|prompter|> {user prompt} ~~ <|assistant|> {model response}
Performance Tips: Use the specified input format for improved performance.
Rank the Bloom 3B Conversational capabilities
Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.
Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation
Best Alternatives to Bloom 3B Conversational
Expand