| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - automerger | |
| # T3qm7Multiverseex26-7B | |
| T3qm7Multiverseex26-7B is an automated merge created by [Maxime Labonne](https://huggingface.co/mlabonne) using the following configuration. | |
| ## 🧩 Configuration | |
| ```yaml | |
| models: | |
| - model: mistralai/Mistral-7B-v0.1 | |
| - model: nlpguy/T3QM7 | |
| - model: allknowingroger/MultiverseEx26-7B-slerp | |
| merge_method: model_stock | |
| base_model: mistralai/Mistral-7B-v0.1 | |
| dtype: bfloat16 | |
| ``` | |
| ## 💻 Usage | |
| ```python | |
| !pip install -qU transformers accelerate | |
| from transformers import AutoTokenizer | |
| import transformers | |
| import torch | |
| model = "automerger/T3qm7Multiverseex26-7B" | |
| 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"]) | |
| ``` |