Adapter Base model:adapter:microsoft/p... Base model:microsoft/phi-3-min... Finetuned Generated from trainer Instruct Llama-factory Lora Peft Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/sci-m-wang/Phi-3-mini-4k-instruct-sa-v0.1
Phi 3 Mini 4K Instruct Sa V0.1 Benchmarks
MMLU Pro: 33.17
GPQA: 10.51
MUSR: 9.65
BBH: 36.61
IFEval: 50.21 vs 88 (so35)-42.9%
MATH Lvl 5: 14.5
LLME Score: 0.27393
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 3 Mini 4K Instruct Sa V0.1 Parameters and Internals
| LLM Name | Phi 3 Mini 4K Instruct Sa V0.1 |
| Repository 🤗 | https://huggingface.co/sci-m-wang/Phi-3-mini-4k-instruct-sa-v0.1 |
| Base Model(s) | |
| Required VRAM | 0 GB |
| Updated | 2024-12-22 |
| Maintainer | sci-m-wang |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | Adapter |
| License | other |
| Model Max Length | 4096 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <|endoftext|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | qkv_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0 |
| R Param | 8 |
Best Alternatives to Phi 3 Mini 4K Instruct Sa V0.1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Mistral Small Fujin Qlora | 0K / 0.8 GB | 15 | 1 |
| Test | 0K / 0 GB | 5 | 0 |
| Vfgf | 0K / 0 GB | 6 | 0 |
| Results | 0K / 0 GB | 5 | 0 |
| Phi 3 Mini QLoRA | 0K / 0 GB | 180 | 0 |
| Results Phi3 Medium 4k | 0K / 0.1 GB | 5 | 0 |
| Results | 0K / 0.1 GB | 5 | 0 |
| Phi3AdapterModel | 0K / 0.1 GB | 5 | 0 |
| Phi 3 Mini 4K Instruct Sft CoT | 0K / 0.1 GB | 5 | 0 |
| Phi 3 Mini 4K Instruct Sft | 0K / 0 GB | 6 | 0 |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217