
# **PlatYi-34B-200K-Q**  
<img src='./PlatYi.png' width=256>

## Model Details

**Model Developers** Kyujin Han (kyujinpy)

**Input** Models input text only.

**Output** Models generate text only.

**Model Architecture**   
PlatYi-34B-200K-Q is an auto-regressive language model based on the Yi-34B transformer architecture.

**Blog Link**  
Blog: [Coming soon...]  
Github: [Coming soon...]  

**Base Model**    
[01-ai/Yi-34B-200K](https://huggingface.co/01-ai/Yi-34B-200K)  
  
**Training Dataset**    
[garage-bAInd/Open-Platypus](https://huggingface.co/datasets/garage-bAInd/Open-Platypus).  

**Notice**  
While training, I used QLoRA.  
But, `lora_r` values is 64.   

# **Model Benchmark**

## Open leaderboard
- Follow up as [link](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).  

| Model | Average | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K |
| --- | --- | --- | --- | --- | --- | --- | --- |
| **PlatYi-34B-200K-Q** | 62.00 | 63.91 | 83.52 | 75.19 | 44.21 | 81.06 | 24.11 |
| PlatYi-34B-Q | 69.86 | 66.89 | 85.14 | 77.66 | 53.03 | 82.48 | 53.98 |
| [01-ai/Yi-34B](https://huggingface.co/01-ai/Yi-34B) | 69.42 | 64.59 | 85.69 | 76.35 | 56.23 | 83.03 | 50.64 |
| [01-ai/Yi-34B-200K](https://huggingface.co/01-ai/Yi-34B-200K) | 70.81 | 65.36 | 85.58 | 76.06 | 53.64 | 82.56 | 61.64 |
   
# Implementation Code
```python
### KO-Platypus
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch

repo = "kyujinpy/PlatYi-34B-200K-Q"
OpenOrca = AutoModelForCausalLM.from_pretrained(
        repo,
        return_dict=True,
        torch_dtype=torch.float16,
        device_map='auto'
)
OpenOrca_tokenizer = AutoTokenizer.from_pretrained(repo)
```

---
{"language": ["en"], "license": "cc-by-nc-sa-4.0", "library_name": "transformers", "datasets": ["garage-bAInd/Open-Platypus"], "pipeline_tag": "text-generation"}
transformers safetensors llama text-generation en dataset:garage-bAInd/Open-Platypus license:cc-by-nc-sa-4.0 autotrain_compatible endpoints_compatible text-generation-inference region:us