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Alpaca Lora 7B Onnx Fp16 With Past by nenkoru

 »  All LLMs  »  nenkoru  »  Alpaca Lora 7B Onnx Fp16 With Past   URL Share it on

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  Autotrain compatible   Endpoints compatible   Fp16   Llama   Lora   Onnx   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/nenkoru/alpaca-lora-7b-onnx-fp16-with-past 

Alpaca Lora 7B Onnx Fp16 With Past Benchmarks

LLME Score: 0.07501
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Alpaca Lora 7B Onnx Fp16 With Past (nenkoru/alpaca-lora-7b-onnx-fp16-with-past)
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Alpaca Lora 7B Onnx Fp16 With Past Parameters and Internals

Model Type 
auto-regressive, transformer
Use Cases 
Primary Use Cases:
Research on large language models including question answering, natural language understanding, evaluating biases, toxic and harmful content generations
Limitations:
Model is foundational and should not be used on downstream applications without further risk evaluation and mitigation.
Supported Languages 
en (primarily, with support for bg, ca, cs, da, de, es, fr, hr, hu, it, nl, pl, pt, ro, ru, sl, sr, sv, uk)
Training Details 
Data Sources:
CCNet, C4, GitHub, Wikipedia, Books, ArXiv, Stack Exchange
Model Architecture:
Transformer-based auto-regressive
Safety Evaluation 
Ethical Considerations:
Data used to train the model could be offensive, harmful, and biased as it was collected from the web.
Responsible Ai Considerations 
Fairness:
Evaluated on RAI datasets for biases concerning gender, religion, race, sexual orientation, age, nationality, disability, physical appearance and socio-economic status.
Mitigation Strategies:
Filtered data from the Web using a Kneser-Ney language model and a fastText linear classifier.
LLM NameAlpaca Lora 7B Onnx Fp16 With Past
Repository 🤗https://huggingface.co/nenkoru/alpaca-lora-7b-onnx-fp16-with-past 
Base Model(s)  ...ca Lora 7B Onnx Fp32 With Past   nenkoru/alpaca-lora-7b-onnx-fp32-with-past
Model Size7b
Updated2025-09-20
Maintainernenkoru
Model Typellama
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseother
Transformers Version4.28.0.dev0
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than nenkoru/alpaca-lora-7b-onnx-fp16-with-past.

Rank the Alpaca Lora 7B Onnx Fp16 With Past 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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