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Zephyr Phi 1 5 Sft Qlora by Ritvik19

 »  All LLMs  »  Ritvik19  »  Zephyr Phi 1 5 Sft Qlora   URL Share it on

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  Adapter   Alignment-handbook Base model:adapter:microsoft/p...   Base model:microsoft/phi-1 5 Dataset:huggingfaceh4/ultracha...   Finetuned   Generated from trainer   Lora   Peft   Phi   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Ritvik19/zephyr-phi-1_5-sft-qlora 

Zephyr Phi 1 5 Sft Qlora Benchmarks

ARC: 51.96 vs 96.7 (so35)-46.3%
HellaSwag: 62.22 vs 95.3 (gpt4)-34.7%
MMLU: 43.09 vs 88.3 (so35)-51.2%
TruthfulQA: 42.87 vs 59 (gpt4)-27.3%
WinoGrande: 73.09 vs 87.5 (gpt4)-16.5%
GSM8K: 27.6 vs 96.4 (so35)-71.4%
LLME Score: 0.2229
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr Phi 1 5 Sft Qlora (Ritvik19/zephyr-phi-1_5-sft-qlora)

Zephyr Phi 1 5 Sft Qlora Parameters and Internals

Additional Notes 
This model card has been generated automatically according to the information provided by the Trainer.
Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k
LLM NameZephyr Phi 1 5 Sft Qlora
Repository 🤗https://huggingface.co/Ritvik19/zephyr-phi-1_5-sft-qlora 
Base Model(s)  Phi 1 5   microsoft/phi-1_5
Required VRAM0 GB
Updated2024-11-15
MaintainerRitvik19
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licensemit
Model Max Length2048
Is Biasednone
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|v_proj|o_proj|up_proj|q_proj|down_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-phi-1_5-sft-qlora.

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Release v20241217
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