File size: 2,496 Bytes
c828208 526040a c828208 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 |
---
tags:
- merge
- mergekit
- lazymergekit
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
base_model:
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
- yam-peleg/Experiment26-7B
license: cc-by-nc-4.0
language:
- en
---
# Experiment26-12B
Experiment26-12B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B)
## 🧩 Configuration
```yaml
dtype: float16
merge_method: passthrough
slices:
- sources:
- layer_range: [0, 8]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [4, 12]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [8, 16]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [12, 20]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [16, 24]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [20, 28]
model: yam-peleg/Experiment26-7B
- sources:
- layer_range: [24, 32]
model: yam-peleg/Experiment26-7B
```
## 💻 Usage
```python
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "eren23/Experiment26-12B"
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"])
``` |