EmbeddedLLM/Phi-3-mini-4k-instruct-onnx-cpu-int4-rtn-block-32-acc-level-4
By EmbeddedLLM · ↓ 4 · ♥ 0 · Updated 2024-07-19
What's in this repo
This page lists the files in EmbeddedLLM/Phi-3-mini-4k-instruct-onnx-cpu-int4-rtn-block-32-acc-level-4, including phi3-mini-4k-instruct-cpu-int4-rtn-block-32-acc-level-4.onnx.
- 1 ONNX models (.onnx files)
- 12 files, including 6 .json, 1 .md, 1 .py, 1 .onnx, 1 .data, 1 .model
- Last updated 2024-07-19
ONNX files
| File | Size | Download |
|---|---|---|
| phi3-mini-4k-instruct-cpu-int4-rtn-block-32-acc-level-4.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
EmbeddedLLM/Phi-3-mini-4k-instruct-onnx-cpu-int4-rtn-block-32-acc-level-4
Performance Metrics
CPU-INT4-RTN-BLOCK-32-ACC-LEVEL-4
We measured the performance of CPU-INT4-RTN-BLOCK-32-ACC-LEVEL-4 on AMD Ryzen 9 7940HS /w Radeon 78
| Prompt Length | Generation Length | Average Throughput (tps) |
|---|---|---|
| 128 | 128 | - |
| 128 | 256 | - |
| 128 | 512 | - |
| 128 | 1024 | - |
| 256 | 128 | - |
| 256 | 256 | - |
| 256 | 512 | - |
| 256 | 1024 | - |
| 512 | 128 | - |
| 512 | 256 | - |
| 512 | 512 | - |
| 512 | 1024 | - |
| 1024 | 128 | - |
| 1024 | 256 | - |
| 1024 | 512 | - |
| 1024 | 1024 | - |
Model info
text-generation
transformers
transformers
onnx
phi3
text-generation
ONNX
DML
ONNXRuntime
nlp
conversational
custom_code
en
license:mit
↓ 4
♥ 0
Created: 2024-07-18
Updated: 2024-07-19
View on Hugging FaceFiles (12)
.gitattributes
README.md
added_tokens.json
config.json
configuration_phi3.py
genai_config.json
phi3-mini-4k-instruct-cpu-int4-rtn-block-32-acc-level-4.onnx
ONNX
phi3-mini-4k-instruct-cpu-int4-rtn-block-32-acc-level-4.onnx.data
special_tokens_map.json
tokenizer.json
tokenizer.model
tokenizer_config.json