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1models:
2 - model: teknium/Mistral-Trismegistus-7B
3 # no parameters necessary for base model
4 - model: Hypersniper/The_Philosopher_Zephyr_7B
5 parameters:
6 density: 0.55
7 weight: 0.3
8 - model: sayhan/OpenHermes-2.5-Strix-Philosophy-Mistral-7B-LoRA
9 parameters:
10 density: 0.55
11 weight: 0.3
12 - model: teknium/Mistral-Trismegistus-7B
13 parameters:
14 density: 0.4
15 weight: 0.66
16merge_method: dare_ties
17base_model: teknium/Mistral-Trismegistus-7B
18parameters:
19 int8_mask: true
20dtype: bfloat16
21random_seed: 0
221!pip install -qU transformers accelerate
2
3from transformers import AutoTokenizer
4import transformers
5import torch
6
7model = "Kukedlc/Trascendental-Bot-7B"
8messages = [
9 {"role": "system", "content": "You are an expert assistant in mysticism and philosophy."},
10 {"role": "user", "content": "Create an innovative and disruptive theory that explains human consciousness. Give me an extensive and detailed answer."}
11]
12
13tokenizer = AutoTokenizer.from_pretrained(model)
14prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
15pipeline = transformers.pipeline(
16 "text-generation",
17 model=model,
18 torch_dtype=torch.float16,
19 device_map="auto",
20)
21
22outputs = pipeline(prompt, max_new_tokens=1024, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
23print(outputs[0]["generated_text"])