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Zephyr 1B Olmo Sft Qlora by Ritvik19

 »  All LLMs  »  Ritvik19  »  Zephyr 1B Olmo Sft Qlora   URL Share it on

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  Adapter   Alignment-handbook Base model:adapter:allenai/olm...   Base model:allenai/olmo-1b-hf Dataset:huggingfaceh4/ultracha...   Finetuned   Generated from trainer   Lora   Olmo   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Ritvik19/zephyr-1b-olmo-sft-qlora 

Zephyr 1B Olmo Sft Qlora Benchmarks

ARC: 36.26 vs 96.7 (so35)-62.5%
HellaSwag: 63.48 vs 95.3 (gpt4)-33.4%
MMLU: 27.28 vs 88.3 (so35)-69.1%
TruthfulQA: 35.05 vs 59 (gpt4)-40.6%
WinoGrande: 60.14 vs 87.5 (gpt4)-31.3%
GSM8K: 2.58 vs 96.4 (so35)-97.3%
LLME Score: 0.22626
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr 1B Olmo Sft Qlora (Ritvik19/zephyr-1b-olmo-sft-qlora)

Zephyr 1B Olmo Sft Qlora Parameters and Internals

Model Type 
alignment-handbook, generated_from_trainer
Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k
LLM NameZephyr 1B Olmo Sft Qlora
Repository 🤗https://huggingface.co/Ritvik19/zephyr-1b-olmo-sft-qlora 
Base Model(s)  OLMo 1B Hf   allenai/OLMo-1B-hf
Model Size1b
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 ClassGPTNeoXTokenizer
Padding Token<|padding|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|gate_proj|down_proj|up_proj|k_proj|q_proj|v_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-1b-olmo-sft-qlora.

Rank the Zephyr 1B Olmo Sft Qlora Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Release v20241227
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