test-cody-001 is a merge of the following models using
LazyMergekit:
1models:
2 - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
3 #no parameters necessary for base model
4 - model: appvoid/palmer-003
5 parameters:
6 density: 0.5
7 weight: 0.5
8 - model: microsoft/rho-math-1b-v0.1
9 parameters:
10 density: 0.5
11 weight: 0.5
12
13merge_method: ties
14base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
15parameters:
16 normalize: false
17 int8_mask: true
18dtype: float16
1!pip install -qU transformers accelerate
2
3from transformers import AutoTokenizer
4import transformers
5import torch
6
7model = "appvoid/test-cody-001"
8messages = [{"role": "user", "content": "What is a large language model?"}]
9
10tokenizer = AutoTokenizer.from_pretrained(model)
11prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
12pipeline = transformers.pipeline(
13 "text-generation",
14 model=model,
15 torch_dtype=torch.float16,
16 device_map="auto",
17)
18
19outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
20print(outputs[0]["generated_text"])
