Datasets:
Add AMD MI300X GPU reference
Browse files
README.md
CHANGED
|
@@ -13,13 +13,14 @@ tags:
|
|
| 13 |
- dialogue
|
| 14 |
- customer-service
|
| 15 |
- multilingual
|
|
|
|
| 16 |
size_categories:
|
| 17 |
- 10K<n<100K
|
| 18 |
---
|
| 19 |
|
| 20 |
# Feedback Detector Dataset
|
| 21 |
|
| 22 |
-
A large-scale multilingual dataset for 4-class user feedback classification, labeled using GPT-OSS-120B.
|
| 23 |
|
| 24 |
## Dataset Description
|
| 25 |
|
|
@@ -56,12 +57,21 @@ The dataset combines multiple public dialogue and complaint datasets:
|
|
| 56 |
|
| 57 |
## Labeling Process
|
| 58 |
|
| 59 |
-
All examples were labeled using **OpenAI GPT-OSS-120B** via vLLM with:
|
| 60 |
- Temperature: 0 (deterministic)
|
| 61 |
- Structured JSON output
|
| 62 |
- Retry logic with exponential backoff
|
| 63 |
- Garbage detection and circuit breaker pattern
|
| 64 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
|
| 66 |
## Usage
|
| 67 |
|
|
|
|
| 13 |
- dialogue
|
| 14 |
- customer-service
|
| 15 |
- multilingual
|
| 16 |
+
- amd-mi300x
|
| 17 |
size_categories:
|
| 18 |
- 10K<n<100K
|
| 19 |
---
|
| 20 |
|
| 21 |
# Feedback Detector Dataset
|
| 22 |
|
| 23 |
+
A large-scale multilingual dataset for 4-class user feedback classification, labeled using GPT-OSS-120B on **AMD MI300X GPU**.
|
| 24 |
|
| 25 |
## Dataset Description
|
| 26 |
|
|
|
|
| 57 |
|
| 58 |
## Labeling Process
|
| 59 |
|
| 60 |
+
All examples were labeled using **OpenAI GPT-OSS-120B** served via vLLM on **AMD MI300X GPU** with:
|
| 61 |
- Temperature: 0 (deterministic)
|
| 62 |
- Structured JSON output
|
| 63 |
- Retry logic with exponential backoff
|
| 64 |
- Garbage detection and circuit breaker pattern
|
| 65 |
+
- Parallel processing with rate limiting
|
| 66 |
+
|
| 67 |
+
### Hardware
|
| 68 |
+
|
| 69 |
+
| Component | Specification |
|
| 70 |
+
|-----------|---------------|
|
| 71 |
+
| GPU | AMD Instinct MI300X |
|
| 72 |
+
| VRAM | 192 GB HBM3 |
|
| 73 |
+
| Framework | vLLM with ROCm |
|
| 74 |
+
| Model | OpenAI GPT-OSS-120B |
|
| 75 |
|
| 76 |
## Usage
|
| 77 |
|