Adapter Base model:adapter:microsoft/p... Base model:microsoft/phi-2 Dataset:gsm8k En Finetuned Generated from trainer Lora Model-index Peft Pytorch Region:us Safetensors Sft Tensorboard Trl
Phi 2 Basic Maths Benchmarks
ARC: 55.8 vs 96.7 (so35)-42.3%
HellaSwag: 71.15 vs 95.3 (gpt4)-25.3%
MMLU: 47.27 vs 88.3 (so35)-46.5%
TruthfulQA: 41.4 vs 59 (gpt4)-29.8%
WinoGrande: 75.3 vs 87.5 (gpt4)-13.9%
GSM8K: 30.71 vs 96.4 (so35)-68.1%
LLME Score: 0.21071
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)
Phi 2 Basic Maths Parameters and Internals
| LLM Name | Phi 2 Basic Maths |
| Repository 🤗 | https://huggingface.co/Menouar/phi-2-basic-maths |
| Base Model(s) | |
| Required VRAM | 0.8 GB |
| Updated | 2024-10-18 |
| Maintainer | Menouar |
| Model Files | |
| Supported Languages | en |
| 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|dense|v_proj|fc2|fc1|q_proj |
| LoRA Alpha | 128 |
| LoRA Dropout | 0.05 |
| R Param | 256 |
Best Alternatives to Phi 2 Basic Maths
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Reflection Model | 0K / 0.2 GB | 0 | 1 |
| Ll3 C3 Lora New | 0K / 0 GB | 7 | 0 |
| Zephyr Phi 1 5 Sft Qlora | 0K / 0 GB | 5 | 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 |
Note: green Score (e.g. "73.2") means that the model is better than Menouar/phi-2-basic-maths .
Rank the Phi 2 Basic Maths Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803