Inex12T3qm7xp-7B / README.md
automerger's picture
Upload folder using huggingface_hub
163d1cc verified
metadata
license: apache-2.0
tags:
  - merge
  - mergekit
  - lazymergekit
  - automerger
base_model:
  - nlpguy/T3QM7XP

Inex12T3qm7xp-7B

Inex12T3qm7xp-7B is an automated merge created by Maxime Labonne using the following configuration.

🧩 Configuration

models:
- model: MSL7/INEX12-7b
  # No parameters necessary for base model
- model: nlpguy/T3QM7XP
  parameters:
    density: 0.53
    weight: 0.6
merge_method: dare_ties
base_model: MSL7/INEX12-7b
parameters:
int8_mask: true
dtype: bfloat16
random_seed: 0

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "automerger/Inex12T3qm7xp-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"])