Elysium-Passthrough is a merge of the following models using
LazyMergekit:
1slices:
2 - sources:
3 - model: powermove72/SoMix-xb
4 layer_range: [0, 25]
5 - sources:
6 - model: powermove72/Trinity_Notus-xb
7 layer_range: [25, 50]
8merge_method: passthrough
9dtype: bfloat16
10 ```
11
12## 💻 Usage
13
14```python
15!pip install -qU transformers accelerate
16
17from transformers import AutoTokenizer
18import transformers
19import torch
20
21model = "powermove72/Elysium-Passthrough"
22messages = [{"role": "user", "content": "What is a large language model?"}]
23
24tokenizer = AutoTokenizer.from_pretrained(model)
25prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
26pipeline = transformers.pipeline(
27 "text-generation",
28 model=model,
29 torch_dtype=torch.float16,
30 device_map="auto",
31)
32
33outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
34print(outputs[0]["generated_text"])
