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Lora 8B Physic by kloodia

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  8-bit   Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla...   Bitsandbytes   Finetuned   Generated from trainer   Llama   Lora   Peft   Region:us   Safetensors   Tensorboard
Model Card on HF 🤗: https://huggingface.co/kloodia/lora-8b-physic 

Lora 8B Physic Benchmarks

LLME Score: 0.19573
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lora 8B Physic (kloodia/lora-8b-physic)

Lora 8B Physic Parameters and Internals

Model Type 
LlamaForCausalLM
Additional Notes 
Model is a fine-tuned version of the base model and includes specific configurations for lora, such as r: 32, alpha: 16, etc.
Training Details 
Data Sources:
kloodia/raw_physic
Methodology:
lora
Context Length:
4096
Hardware Used:
multi-GPU, 4 devices
LLM NameLora 8B Physic
Repository 🤗https://huggingface.co/kloodia/lora-8b-physic 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM0.3 GB
Updated2024-12-21
Maintainerkloodia
Model Files  0.3 GB
Model ArchitectureAdapter
Licenseother
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|v_proj|q_proj|up_proj|o_proj|down_proj|gate_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than kloodia/lora-8b-physic.

Rank the Lora 8B Physic Capabilities

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Release v20241217
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