HoloViolet-7B-test4
HoloViolet-7B-test4 is a merge of the following models using LazyMergekit:
𧩠Configuration
merge_method: dare_ties
base_model: GreenNode/GreenNode-mini-7B-multilingual-v1olet
models:
- model: GreenNode/GreenNode-mini-7B-multilingual-v1olet
- model: KoboldAI/Mistral-7B-Holodeck-1
parameters:
weight: 0.42
- model: FPHam/Sydney_Pirate_Mistral_7b
parameters:
weight: 0.21
dtype: bfloat16
π» Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "son-of-man/HoloViolet-7B-test4"
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"])
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