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
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: 0.23602
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Zephyr Phi 1 5 Sft Qlora Parameters and Internals
| LLM Name | Zephyr Phi 1 5 Sft Qlora |
| Repository 🤗 | https://huggingface.co/Ritvik19/zephyr-phi-1_5-sft-qlora |
| Base Model(s) | |
| Required VRAM | 0 GB |
| Updated | 2024-10-18 |
| Maintainer | Ritvik19 |
| Model Files | |
| Model Architecture | Adapter |
| License | mit |
| Model Max Length | 2048 |
| Is Biased | none |
| Tokenizer Class | CodeGenTokenizer |
| Padding Token | <|endoftext|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | k_proj|v_proj|o_proj|up_proj|q_proj|down_proj|gate_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Zephyr Phi 1 5 Sft Qlora
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Reflection Model | 0K / 0.2 GB | 0 | 1 |
| Ll3 C3 Lora New | 0K / 0 GB | 7 | 0 |
| Phi Openllm Lb Test | 0K / 0 GB | 8 | 0 |
| Hua V0.1 | 0K / 0 GB | 6 | 0 |
| Tot Llama Update | 0K / 0 GB | 1087 | 0 |
| CodeHAWK | 0K / 0 GB | 8 | 0 |
| ...ew2 B0.001 0.5ultrafeedback I1 | 0K / 0 GB | 11 | 0 |
| ....001 0.5ultrafeedback LowLr I1 | 0K / 0 GB | 7 | 0 |
| Phi 2 Gpo Renew2 B0.001 V4 I1 | 0K / 0.2 GB | 5 | 0 |
| ...i 2 Gpo Renew2 B0.001 Extra I1 | 0K / 0.2 GB | 7 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Ritvik19/zephyr-phi-1_5-sft-qlora .
Rank the Zephyr Phi 1 5 Sft Qlora Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803