初始化项目,由ModelHub XC社区提供模型
Model: eren23/Experiment26-12B Source: Original Platform
This commit is contained in:
89
README.md
Normal file
89
README.md
Normal file
@@ -0,0 +1,89 @@
|
||||
---
|
||||
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"])
|
||||
```
|
||||
Reference in New Issue
Block a user