Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: other
|
| 3 |
+
language:
|
| 4 |
+
- ko
|
| 5 |
+
- en
|
| 6 |
+
base_model:
|
| 7 |
+
- naver-hyperclovax/HyperCLOVAX-SEED-Think-14B
|
| 8 |
+
pipeline_tag: text-generation
|
| 9 |
+
library_name: transformers
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# HyperCLOVAX-SEED-Think-14B-GPTQ
|
| 13 |
+
|
| 14 |
+
## Instruction
|
| 15 |
+
|
| 16 |
+
This repo contains GPTQ model files for HyperCLOVAX-SEED-Think-14B.
|
| 17 |
+
|
| 18 |
+
HyperCLOVAX-SEED-Think-14B-GPTQ was quantized using gptqmodel v4.0.0, following the guide.
|
| 19 |
+
|
| 20 |
+
### Model Configuration
|
| 21 |
+
|
| 22 |
+
- Original model: [naver-hyperclovax/HyperCLOVAX-SEED-Think-14B](https://huggingface.co/naver-hyperclovax/HyperCLOVAX-SEED-Think-14B/blob/main/config.json)
|
| 23 |
+
- Quantization: GPTQ with 4-bit group-wise weight-only quantization (W4A16g128)
|
| 24 |
+
|
| 25 |
+
## Quickstart
|
| 26 |
+
|
| 27 |
+
```python
|
| 28 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
| 29 |
+
|
| 30 |
+
model_name = "K-Compression/HyperCLOVAX-SEED-Think-14B-GPTQ"
|
| 31 |
+
model = AutoModelForCausalLM.from_pretrained(
|
| 32 |
+
model_name,
|
| 33 |
+
torch_dtype="bfloat16",
|
| 34 |
+
device_map="auto"
|
| 35 |
+
)
|
| 36 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 37 |
+
```
|
| 38 |
+
|
| 39 |
+
## Performance(Non-Think)
|
| 40 |
+
| Model | MMLU (0-shot) | HAERAE (0-shot) |
|
| 41 |
+
|-----------------------------------------|--------|--------|
|
| 42 |
+
| HyperCLOVA X SEED 14B Think | 0.7144 | 0.8130 |
|
| 43 |
+
| HyperCLOVA X SEED 14B Think-GPTQ | 0.7018 | 0.8139 |
|
| 44 |
+
|
| 45 |
+
## License
|
| 46 |
+
|
| 47 |
+
The model is licensed under [HyperCLOVA X SEED Model License Agreement](https://huggingface.co/naver-hyperclovax/HyperCLOVAX-SEED-Think-14B/blob/main/LICENSE)
|