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Openbuddy Yi1.5 9B V21.1 32K by OpenBuddy

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Openbuddy Yi1.5 9B V21.1 32K Benchmarks

ARC: 59.3 vs 96.7 (so35)-38.7%
HellaSwag: 75.97 vs 95.3 (gpt4)-20.3%
MMLU: 66.89 vs 88.3 (so35)-24.2%
TruthfulQA: 52.65 vs 59 (gpt4)-10.8%
WinoGrande: 76.87 vs 87.5 (gpt4)-12.1%
GSM8K: 65.81 vs 96.4 (so35)-31.7%
LLME Score: 0.24174
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Openbuddy Yi1.5 9B V21.1 32K Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Chatbot development
Applications:
Multilingual chat applications
Primary Use Cases:
Multilingual text generation, Conversational agents
Limitations:
Cannot be used in critical or high-risk situations, May produce undesirable outputs
Considerations:
Users should avoid using this model in scenarios where errors could lead to significant harm.
Additional Notes 
Prompt format is defined in tokenizer_config.json. Can be used to deploy OpenAI-like API service using vllm.
Supported Languages 
zh (Full proficiency), en (Full proficiency), fr (Full proficiency), de (Full proficiency), ja (Full proficiency), ko (Full proficiency), it (Full proficiency), ru (Full proficiency), fi (Full proficiency)
Input Output 
Input Format:
Prompt format using special tokens like <|role|>, <|says|>, <|end|>
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Ensure usage of the fast tokenizer from transformers.
LLM NameOpenbuddy Yi1.5 9B V21.1 32K
Repository 🤗https://huggingface.co/OpenBuddy/openbuddy-yi1.5-9b-v21.1-32k 
Model Size9b
Required VRAM17.8 GB
Updated2024-11-21
MaintainerOpenBuddy
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.8 GB: 4-of-4
Supported Languageszh en fr de ja ko it ru fi
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|pad0|>
Vocabulary Size66560
Torch Data Typebfloat16
Openbuddy Yi1.5 9B V21.1 32K (OpenBuddy/openbuddy-yi1.5-9b-v21.1-32k)

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Note: green Score (e.g. "73.2") means that the model is better than OpenBuddy/openbuddy-yi1.5-9b-v21.1-32k.

Rank the Openbuddy Yi1.5 9B V21.1 32K 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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Release v20241110
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