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Blossom V5 9B by Azure99

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  Autotrain compatible 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-v5-9b 

Blossom V5 9B Benchmarks

ARC: 62.46 vs 96.7 (so35)-35.4%
HellaSwag: 78.41 vs 95.3 (gpt4)-17.7%
MMLU: 69.81 vs 88.3 (so35)-20.9%
TruthfulQA: 52.78 vs 59 (gpt4)-10.5%
WinoGrande: 76.32 vs 87.5 (gpt4)-12.8%
GSM8K: 48.37 vs 96.4 (so35)-49.8%
LLME Score: 0.18903
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Blossom V5 9B (Azure99/blossom-v5-9b)

Blossom V5 9B Parameters and Internals

Model Type 
conversational, large language model
Additional Notes 
Training was conducted in two stages: First stage with 40K Wizard, 40K Orca, 10K Math datasets for 1 epoch; Second stage with 10K Blossom chat multi-turn dataset and 10% sampled data from first stage for 3 epochs.
Supported Languages 
zh (high-quality), en (high-quality)
Training Details 
Data Sources:
Azure99/blossom-chat-v3, Azure99/blossom-math-v4, Azure99/blossom-wizard-v3, Azure99/blossom-orca-v3
Methodology:
Fine-tuned on Blossom Orca/Wizard/Chat/Math mixed dataset. High-quality data distilled from gpt-4-0125-preview.
Input Output 
Input Format:
Human: <utterance> |Bot|:
Accepted Modalities:
text
Output Format:
Bot provides answers in dialogue format.
LLM NameBlossom V5 9B
Repository 🤗https://huggingface.co/Azure99/blossom-v5-9b 
Model Size9b
Required VRAM17.6 GB
Updated2025-02-22
MaintainerAzure99
Model Typellama
Model Files  9.9 GB: 1-of-2   7.7 GB: 2-of-2
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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Note: green Score (e.g. "73.2") means that the model is better than Azure99/blossom-v5-9b.

Rank the Blossom V5 9B Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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