Add README with video link
Browse files
README.md
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- transformers
|
| 4 |
+
- text-classification
|
| 5 |
+
- infinity
|
| 6 |
+
---
|
| 7 |
+
|
| 8 |
+
# IMDB Sentiment — Infinity Optimized
|
| 9 |
+
|
| 10 |
+
An IMDB sentiment analysis model optimized for [Hugging Face Infinity](https://huggingface.co/infinity), a containerized inference solution for maximum throughput and lowest latency on Transformers models.
|
| 11 |
+
|
| 12 |
+
> **Video walkthrough**: [Optimize the prediction latency of Transformers with a single Docker command!](https://youtube.com/watch?v=ngB8VBbVRd4)
|
| 13 |
+
|
| 14 |
+
## Model Details
|
| 15 |
+
|
| 16 |
+
| Detail | Value |
|
| 17 |
+
|--------|-------|
|
| 18 |
+
| **Task** | Binary sentiment classification (positive/negative) |
|
| 19 |
+
| **Dataset** | [IMDB](https://huggingface.co/datasets/imdb) |
|
| 20 |
+
| **Format** | Infinity-optimized binary (`infinity_model.bin`) |
|
| 21 |
+
| **Purpose** | Demo model for Hugging Face Infinity benchmarks |
|