[Sprint 2][Performance Fine Tuning] Hugging Face Transformer Models #12467
Description
| Model Name | Source | Type | Status | % Ops Lowered | % Time in XNNPACK | Inference Time | Model Load Time | Performance Table |
|---|---|---|---|---|---|---|---|---|
| BERT | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| DistilBERT | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| RoBERTa | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Gemma3 | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Gemma3n | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Llama | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Olmo | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Phi4 | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Qwen3 | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| SmolLM | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| BART | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| T5 | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| ResNet | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| ViT | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Yolos | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| SAM | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Wav2vec2 | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Whisper | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| CLAP | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Seamless M4T | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| CLIP | Huggingface Transformers | Quantized | ||||||
| Floating Point | ||||||||
| Smolvlm | Huggingface Transformers | Quantized | ||||||
| Floating Point |