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Lora Model by candy-sister

 »  All LLMs  »  candy-sister  »  Lora Model   URL Share it on

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  4bit Base model:quantized:unsloth/l... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Gguf   Llama   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/candy-sister/lora_model 

Lora Model Benchmarks

LLME Score: 0.19097
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lora Model (candy-sister/lora_model)

Lora Model Parameters and Internals

Model Type 
text-generation-inference, transformers
Supported Languages 
en (N/A)
Training Details 
Methodology:
Trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameLora Model
Repository 🤗https://huggingface.co/candy-sister/lora_model 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM0.2 GB
Updated2025-02-16
Maintainercandy-sister
Model Files  0.2 GB   4.9 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|o_proj|up_proj|down_proj|q_proj|gate_proj|k_proj
LoRA Alpha16
LoRA Dropout0
R Param16

Best Alternatives to Lora Model

Best Alternatives
Context / RAM
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Likes
Meta Llama 3 8B Instruct GGUF0K / 2 GB143334585
...ma 3 8B Instruct 32K V0.1 GGUF0K / 2 GB141701656
Llama 3 8B Instruct 64K GGUF0K / 3.2 GB122498413
...B Instruct Bnb 4bit 24 1 100 10K / 16.1 GB800
CleverBoi Llama 3.1 8B V20K / 16.1 GB2310
...leverBoi Llama 3.1 8B Instruct0K / 0.2 GB4171
Tulu MathLingo 8B GGUF0K / 4.9 GB2726
... Old English Tutorial FineTune0K / 4.9 GB910
Llama 3 Smaug 8B GGUF0K / 3.2 GB933184
Llama 3.1 8B Open SFT GGUF0K / 4.9 GB1366
Note: green Score (e.g. "73.2") means that the model is better than candy-sister/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 v20241227
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