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CreitinGameplays Bloom 3B Conversational 4bits by RichardErkhov

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Model Card on HF 🤗: https://huggingface.co/RichardErkhov/CreitinGameplays_-_bloom-3b-conversational-4bits 

CreitinGameplays Bloom 3B Conversational 4bits Benchmarks

LLME Score: 0.19291
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CreitinGameplays Bloom 3B Conversational 4bits (RichardErkhov/CreitinGameplays_-_bloom-3b-conversational-4bits)

CreitinGameplays Bloom 3B Conversational 4bits Parameters and Internals

Model Type 
conversational AI, text generation
Use Cases 
Areas:
research, exploration of conversational AI applications
Applications:
generating responses to user prompts in a chat assistant setting, creating examples of chatbot interactions for development, studying language model capabilities for conversation
Limitations:
Performance is optimized for specific format and context, Potential biases from training data, Limited factual accuracy, Primarily fine-tuned for English
Considerations:
Use specific input format (e.g., use system and prompter tags) to improve performance.
Supported Languages 
en (primary)
Training Details 
Data Sources:
Xilabs/instructmix, CreitinGameplays/small-chat-assistant-for-bloom, sahil2801/CodeAlpaca-20k
Methodology:
fine-tuned for conversational interactions
Model Architecture:
bloom
Responsible Ai Considerations 
Fairness:
The model may inherit biases from the training data.
Accountability:
Users are responsible for verifying information generated by the model.
Mitigation Strategies:
Be aware of potential biases and verify factual accuracy with other sources.
Input Output 
Input Format:
<|system|> {system prompt} ~~ <|prompter|> {user prompt} ~~ <|assistant|> {model response}
Accepted Modalities:
text
Output Format:
Model-generated text responses
Performance Tips:
Use specified input format for better results.
LLM NameCreitinGameplays Bloom 3B Conversational 4bits
Repository 🤗https://huggingface.co/RichardErkhov/CreitinGameplays_-_bloom-3b-conversational-4bits 
Model Size3b
Required VRAM2.6 GB
Updated2024-12-26
MaintainerRichardErkhov
Model Typebloom
Model Files  2.6 GB
Supported Languagesen
Model ArchitectureBloomForCausalLM
Licensemit
Transformers Version4.39.3
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than RichardErkhov/CreitinGameplays_-_bloom-3b-conversational-4bits.

Rank the CreitinGameplays Bloom 3B Conversational 4bits Capabilities

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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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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