StrangeMerges_56-7B-model_stock
StrangeMerges_56-7B-model_stock is a merge of the following models using LazyMergekit:
𧩠Configuration
models:
- model: Gille/StrangeMerges_55-7B-model_stock
- model: snorkelai/Snorkel-Mistral-PairRM-DPO
- model: ContextualAI/Contextual_KTO_Mistral_PairRM
- model: nbeerbower/bophades-mistral-7B
- model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO
- model: Kukedlc/NeuralMaths-Experiment-7b
- model: yam-peleg/Experiment28-7B
- model: flemmingmiguel/MBX-7B-v3
- model: liminerity/M7-7b
merge_method: model_stock
base_model: snorkelai/Snorkel-Mistral-PairRM-DPO
dtype: bfloat16
π» Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Gille/StrangeMerges_56-7B-model_stock"
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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