Llamaduo Synth Ds V0.1 by chansung

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  4-bit   Adapter   Alignment-handbook Base model:adapter:google/gemm...   Base model:google/gemma-7b   Bitsandbytes   Dataset:chansung/synth ds   Finetuned   Gemma   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl

Llamaduo Synth Ds V0.1 Benchmarks

Llamaduo Synth Ds V0.1 (chansung/llamaduo_synth_ds_v0.1)

Llamaduo Synth Ds V0.1 Parameters and Internals

Training Details 
Data Sources:
chansung/synth_ds
Methodology:
fine-tuning
Hardware Used:
3 GPUs
LLM NameLlamaduo Synth Ds V0.1
Repository ๐Ÿค—https://huggingface.co/chansung/llamaduo_synth_ds_v0.1 
Base Model(s)  Gemma 7B   google/gemma-7b
Model Size7b
Required VRAM0.2 GB
Updated2024-12-26
Maintainerchansung
Model Files  0.2 GB   0.0 GB
Model ArchitectureAdapter
Licensegemma
Model Max Length2048
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|k_proj|up_proj|gate_proj|down_proj|q_proj|o_proj
LoRA Alpha32
LoRA Dropout0.05
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than chansung/llamaduo_synth_ds_v0.1.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217