|
--- |
|
base_model: |
|
- DewEfresh/neo_7b |
|
- DewEfresh/neo_7b |
|
tags: |
|
- merge |
|
- mergekit |
|
- lazymergekit |
|
- DewEfresh/neo_7b |
|
--- |
|
|
|
# Neo_7b-merge11 |
|
|
|
Neo_7b-merge11 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing): |
|
* [DewEfresh/neo_7b](https://huggingface.co/DewEfresh/neo_7b) |
|
* [DewEfresh/neo_7b](https://huggingface.co/DewEfresh/neo_7b) |
|
|
|
## 🧩 Configuration |
|
|
|
```yaml |
|
slices: |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [0, 0] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [3, 3] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [1, 1] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [3, 3] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [2, 2] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [3, 3] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [4, 4] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [7, 7] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [5, 5] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [7, 7] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [6, 6] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [7, 7] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [8, 8] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [11, 11] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [9, 9] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [11, 11] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [10, 10] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [11, 11] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [12, 12] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [15, 15] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [13, 13] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [15, 15] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [14, 14] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [15, 15] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [16, 16] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [19, 19] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [17, 17] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [19, 19] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [18, 18] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [19, 19] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [20, 20] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [23, 23] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [21, 21] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [23, 23] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [22, 22] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [23, 23] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [24, 24] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [27, 27] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [25, 25] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [27, 27] |
|
- sources: |
|
- model: DewEfresh/neo_7b |
|
layer_range: [26, 26] |
|
- model: DewEfresh/neo_7b |
|
layer_range: [27, 27] |
|
merge_method: slerp |
|
base_model: DewEfresh/neo_7b |
|
parameters: |
|
t: 0.5 |
|
dtype: bfloat16 |
|
|
|
|
|
``` |
|
|
|
## 💻 Usage |
|
|
|
```python |
|
!pip install -qU transformers accelerate |
|
|
|
from transformers import AutoTokenizer |
|
import transformers |
|
import torch |
|
|
|
model = "DewEfresh/Neo_7b-merge11" |
|
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"]) |
|
``` |
