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Openhermes Tinyllama Sft Qlora by Ritvik19

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

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  Adapter   Alignment-handbook Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama... Dataset:ritvik19/open-hermes-2...   Finetuned   Generated from trainer   Llama   Lora   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Ritvik19/openhermes-tinyllama-sft-qlora 

Openhermes Tinyllama Sft Qlora Benchmarks

ARC: 32.34 vs 96.7 (so35)-66.6%
HellaSwag: 60.45 vs 95.3 (gpt4)-36.6%
MMLU: 27.67 vs 88.3 (so35)-68.7%
TruthfulQA: 38.29 vs 59 (gpt4)-35.1%
WinoGrande: 61.56 vs 87.5 (gpt4)-29.6%
LLME Score: 0.22785
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Openhermes Tinyllama Sft Qlora (Ritvik19/openhermes-tinyllama-sft-qlora)

Openhermes Tinyllama Sft Qlora Parameters and Internals

Additional Notes 
This model card has been generated automatically according to the information the Trainer had access to.
Training Details 
Data Sources:
Ritvik19/open-hermes-2_5-reformatted
Methodology:
fine-tuning
LLM NameOpenhermes Tinyllama Sft Qlora
Repository 🤗https://huggingface.co/Ritvik19/openhermes-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
Updated2024-11-20
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 Modulesdown_proj|v_proj|k_proj|gate_proj|q_proj|up_proj|o_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

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