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Lora Model by mahesh2238

 »  All LLMs  »  mahesh2238  »  Lora Model   URL Share it on

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  Arxiv:1910.09700   4bit   Adapter Base model:adapter:unsloth/lla... Base model:unsloth/llama-3-8b-...   Finetuned   Lora   Peft   Quantized   Region:us   Safetensors

Lora Model Benchmarks

LLME Score: 0.21139
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Lora Model Parameters and Internals

LLM NameLora Model
Repository 🤗https://huggingface.co/mahesh2238/lora_model 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM0.2 GB
Updated2024-08-15
Maintainermahesh2238
Model Files  0.2 GB
Quantization Type4bit
Model ArchitectureAdapter
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|up_proj|v_proj|gate_proj|k_proj|q_proj|o_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Lora Model (mahesh2238/lora_model)

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RP Format QuoteAsterisk Llama30K / 1.3 GB60
Llama3 RP ORPO LoRA0K / 0.7 GB50
BlueMoon Llama30K / 0.7 GB50
Wally FS AI0K / 5.8 GB50
Llama 3 8B Finetuned0K / 0.1 GB161
Soro0K / 5.8 GB110
Note: green Score (e.g. "73.2") means that the model is better than mahesh2238/lora_model.

Rank the Lora Model Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241110
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