Arxiv:2412.08905 4-bit 4bit Autotrain compatible Base model:microsoft/phi-4 Base model:quantized:microsoft... Bitsandbytes Chat Code Conversational En Endpoints compatible Llama Math Phi Phi4 Quantized Region:us Safetensors Sharded Tensorflow Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/phi-4-bnb-4bit
Phi 4 Bnb 4bit Benchmarks
MMLU Pro: 47.29
GPQA: 11.74
MUSR: 8.42
BBH: 53.54
IFEval: 67.3 vs 88 (so35)-23.5%
MATH Lvl 5: 19.41
LLME Score: 0.45816
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 4 Bnb 4bit Parameters and Internals
| LLM Name | Phi 4 Bnb 4bit |
| Repository 🤗 | https://huggingface.co/unsloth/phi-4-bnb-4bit |
| Base Model(s) | |
| Model Size | 8.1b |
| Required VRAM | 9.1 GB |
| Updated | 2025-01-19 |
| Maintainer | unsloth |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | mit |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.47.1 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|dummy_87|> |
| Vocabulary Size | 100352 |
| Torch Data Type | bfloat16 |
Best Alternatives to Phi 4 Bnb 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| 0 Roleplay | 4K / 9.6 GB | 8 | 4 |
Rank the Phi 4 Bnb 4bit Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 41636 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227