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Zephyr Tinyllama Sft Qlora by Ritvik19

 »  All LLMs  »  Ritvik19  »  Zephyr Tinyllama Sft Qlora   URL Share it on

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  Adapter   Alignment-handbook Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama... Dataset:huggingfaceh4/ultracha...   Finetuned   Generated from trainer   Llama   Lora   Peft   Region:us   Safetensors   Sft   Trl
Model Card on HF 🤗: https://huggingface.co/Ritvik19/zephyr-tinyllama-sft-qlora 

Zephyr Tinyllama Sft Qlora Benchmarks

ARC: 34.64 vs 96.7 (so35)-64.2%
HellaSwag: 59.84 vs 95.3 (gpt4)-37.2%
MMLU: 25.85 vs 88.3 (so35)-70.7%
TruthfulQA: 36.57 vs 59 (gpt4)-38%
WinoGrande: 61.17 vs 87.5 (gpt4)-30.1%
GSM8K: 1.74 vs 96.4 (so35)-98.2%
LLME Score: 0.22657
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr Tinyllama Sft Qlora (Ritvik19/zephyr-tinyllama-sft-qlora)

Zephyr Tinyllama Sft Qlora Parameters and Internals

Model Type 
fine-tuned
Additional Notes 
Model card automatically generated according to available information from Trainer.
Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k
LLM NameZephyr Tinyllama Sft Qlora
Repository 🤗https://huggingface.co/Ritvik19/zephyr-tinyllama-sft-qlora 
Base Model(s)  TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T   TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
Model Size1.1b
Required VRAM0 GB
Updated2025-02-05
MaintainerRitvik19
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|down_proj|k_proj|up_proj|o_proj|gate_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than Ritvik19/zephyr-tinyllama-sft-qlora.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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