Phi3 Lora Unsloth by nmnth

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  4bit   Autotrain compatible Base model:finetune:unsloth/ph... Base model:unsloth/phi-3-mini-...   Conversational   En   Endpoints compatible   Instruct   Lora   Mistral   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth

Phi3 Lora Unsloth Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi3 Lora Unsloth Parameters and Internals

LLM NamePhi3 Lora Unsloth
Repository ๐Ÿค—https://huggingface.co/nmnth/phi3_lora_unsloth 
Base Model(s)  ...hi 3 Mini 4K Instruct Bnb 4bit   unsloth/Phi-3-mini-4k-instruct-bnb-4bit
Required VRAM7.6 GB
Updated2024-09-06
Maintainernmnth
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
Vocabulary Size32064
LoRA ModelYes
Torch Data Typefloat16
Phi3 Lora Unsloth (nmnth/phi3_lora_unsloth)

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Note: green Score (e.g. "73.2") means that the model is better than nmnth/phi3_lora_unsloth.

Rank the Phi3 Lora Unsloth 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  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803