|
--- |
|
tags: |
|
- merge |
|
- mergekit |
|
- lazymergekit |
|
--- |
|
|
|
# StrangeMerges_56-7B-model_stock |
|
|
|
StrangeMerges_56-7B-model_stock is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing): |
|
|
|
## 🧩 Configuration |
|
|
|
```yaml |
|
models: |
|
- model: Gille/StrangeMerges_55-7B-model_stock |
|
- model: snorkelai/Snorkel-Mistral-PairRM-DPO |
|
- model: ContextualAI/Contextual_KTO_Mistral_PairRM |
|
- model: nbeerbower/bophades-mistral-7B |
|
- model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
|
- model: Kukedlc/NeuralMaths-Experiment-7b |
|
- model: yam-peleg/Experiment28-7B |
|
- model: flemmingmiguel/MBX-7B-v3 |
|
- model: liminerity/M7-7b |
|
merge_method: model_stock |
|
base_model: snorkelai/Snorkel-Mistral-PairRM-DPO |
|
dtype: bfloat16 |
|
``` |
|
|
|
## 💻 Usage |
|
|
|
```python |
|
!pip install -qU transformers accelerate |
|
|
|
from transformers import AutoTokenizer |
|
import transformers |
|
import torch |
|
|
|
model = "Gille/StrangeMerges_56-7B-model_stock" |
|
messages = [{"role": "user", "content": "What is a large language model?"}] |
|
|
|
tokenizer = AutoTokenizer.from_pretrained(model) |
|
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) |
|
pipeline = transformers.pipeline( |
|
"text-generation", |
|
model=model, |
|
torch_dtype=torch.float16, |
|
device_map="auto", |
|
) |
|
|
|
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) |
|
print(outputs[0]["generated_text"]) |
|
``` |
