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Blossom V5.1 34B by Azure99

 »  All LLMs  »  Azure99  »  Blossom V5.1 34B   URL Share it on

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  Autotrain compatible   Conversational Dataset:azure99/blossom-chat-v... Dataset:azure99/blossom-math-v... Dataset:azure99/blossom-orca-v... Dataset:azure99/blossom-wizard...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Azure99/blossom-v5.1-34b 

Blossom V5.1 34B Benchmarks

MMLU Pro: 39.53
GPQA: 7.94
MUSR: 7.3
BBH: 44.15
IFEval: 56.97 vs 88 (so35)-35.3%
ARC: 67.58 vs 96.7 (so35)-30.1%
HellaSwag: 85.83 vs 95.3 (gpt4)-9.9%
MMLU: 78.05 vs 88.3 (so35)-11.6%
TruthfulQA: 61.84 vs 59 (gpt4)4.8%
WinoGrande: 83.43 vs 87.5 (gpt4)-4.7%
GSM8K: 65.58 vs 96.4 (so35)-32%
MATH Lvl 5: 15.71
LLME Score: 0.34042
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Blossom V5.1 34B (Azure99/blossom-v5.1-34b)

Blossom V5.1 34B Parameters and Internals

Model Type 
conversational, large language model
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
conversational AI, dialogue generation
Additional Notes 
Inference is performed through dialogue continuation focusing on providing helpful and polite responses. The training datasets are available open-source, which includes Chinese and English datasets.
Supported Languages 
zh (high), en (high)
Training Details 
Data Sources:
Azure99/blossom-chat-v3, Azure99/blossom-math-v4, Azure99/blossom-wizard-v3, Azure99/blossom-orca-v3
Methodology:
fine-tuning
Input Output 
Input Format:
textual input
Accepted Modalities:
text
Output Format:
textual output
LLM NameBlossom V5.1 34B
Repository 🤗https://huggingface.co/Azure99/blossom-v5.1-34b 
Model Size34b
Required VRAM68.9 GB
Updated2024-12-14
MaintainerAzure99
Model Typellama
Model Files  10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Rank the Blossom V5.1 34B 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  
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