Test Fine Tuning by Tales-Alves

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  Arxiv:1910.09700   Endpoints compatible   Gguf   Llama   Lora   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth

Test Fine Tuning Benchmarks

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

Test Fine Tuning Parameters and Internals

LLM NameTest Fine Tuning
Repository ๐Ÿค—https://huggingface.co/Tales-Alves/Test_Fine_Tuning 
Required VRAM16.1 GB
Updated2025-02-16
MaintainerTales-Alves
Model Files  8.5 GB   0.2 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|up_proj|gate_proj|o_proj|down_proj|v_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than Tales-Alves/Test_Fine_Tuning.

Rank the Test Fine Tuning Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227