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Llama 7B Onnx Merged Fp32 by nenkoru

 »  All LLMs  »  nenkoru  »  Llama 7B Onnx Merged Fp32   URL Share it on

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  Merged Model   Autotrain compatible   Endpoints compatible   Llama   Onnx   Region:us
Model Card on HF 🤗: https://huggingface.co/nenkoru/llama-7b-onnx-merged-fp32 

Llama 7B Onnx Merged Fp32 Benchmarks

LLME Score: 0.09371
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 7B Onnx Merged Fp32 (nenkoru/llama-7b-onnx-merged-fp32)

Llama 7B Onnx Merged Fp32 Parameters and Internals

Model Type 
auto-regressive language model, transformer architecture
Use Cases 
Areas:
research on large language models
Applications:
question answering, natural language understanding, reading comprehension
Primary Use Cases:
understanding capabilities and limitations of current language models, developing improvement techniques
Limitations:
not intended for downstream applications without risk evaluation
Considerations:
Model can produce harmful content or incorrect information.
Supported Languages 
en (>20 languages including English, but primarily trained on English)
Training Details 
Data Sources:
CCNet (67%), C4 (15%), GitHub (4.5%), Wikipedia (4.5%), Books (4.5%), ArXiv (2.5%), Stack Exchange (2%)
Responsible Ai Considerations 
Fairness:
The model might exhibit biases related to gender, religion, race, sexual orientation, age, nationality, disability, and physical appearance, reflecting biases from the training data.
Transparency:
The model's performance and evaluation metrics are detailed in published resources.
Accountability:
Meta AI's FAIR team is responsible for the model's outputs.
Mitigation Strategies:
Data filtering was performed using a Kneser-Ney language model and a fastText linear classifier to remove offensive content.
Release Notes 
Version:
1
Date:
2023-02-28
Notes:
Initial release of the model.
LLM NameLlama 7B Onnx Merged Fp32
Repository 🤗https://huggingface.co/nenkoru/llama-7b-onnx-merged-fp32 
Merged ModelYes
Model Size7b
Updated2025-02-05
Maintainernenkoru
Model Typellama
Model ArchitectureLLaMAForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.28.0.dev0
Vocabulary Size32000

Quantized Models of the Llama 7B Onnx Merged Fp32

Model
Likes
Downloads
VRAM
Llama 7B Onnx Merged Fp16770 GB

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Note: green Score (e.g. "73.2") means that the model is better than nenkoru/llama-7b-onnx-merged-fp32.

Rank the Llama 7B Onnx Merged Fp32 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 v20241227
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