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Bloom 3B Conversational by CreitinGameplays

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Model Card on HF 🤗: https://huggingface.co/CreitinGameplays/bloom-3b-conversational 

Bloom 3B Conversational Benchmarks

ARC: 38.14 vs 96.7 (so35)-60.6%
HellaSwag: 56.15 vs 95.3 (gpt4)-41.1%
MMLU: 25.38 vs 88.3 (so35)-71.3%
TruthfulQA: 40.18 vs 59 (gpt4)-31.9%
WinoGrande: 57.7 vs 87.5 (gpt4)-34.1%
GSM8K: 1.06 vs 96.4 (so35)-98.9%
LLME Score: 0.24701
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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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 
en (primary)
Training Details 
Data Sources:
Xilabs/instructmix, CreitinGameplays/small-chat-assistant-for-bloom, sahil2801/CodeAlpaca-20k
Methodology:
Fine-tuned for chat assistance
Model Architecture:
bloom
Input Output 
Input Format:
<|system|> {system prompt} ~~ <|prompter|> {user prompt} ~~ <|assistant|> {model response}
Performance Tips:
Use the specified input format for improved performance.
LLM NameBloom 3B Conversational
Repository 🤗https://huggingface.co/CreitinGameplays/bloom-3b-conversational 
Model Size3b
Required VRAM6.1 GB
Updated2024-12-02
MaintainerCreitinGameplays
Model Typebloom
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureBloomForCausalLM
Licensemit
Transformers Version4.39.3
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typefloat16
Bloom 3B Conversational (CreitinGameplays/bloom-3b-conversational)

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Rank the Bloom 3B Conversational Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20241124
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