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MRockatansky/
Precog-Magnum-31B

Name: Precog-Magnum-31B
Availability: InStock

TheDrummer/Precog-24B-v1

finetune

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Precog-Magnum-31B

Precog-Magnum-31B is a merge of the following models using LazyMergekit:

🧩 Configuration

yaml

merge_method: passthrough
base_model: TheDrummer/Precog-24B-v1
tokenizer:
  source: base
dtype: bfloat16
slices:
  - sources:
      - model: TheDrummer/Precog-24B-v1
        layer_range: [0, 27]
  - sources:
      - model: TheDrummer/Precog-24B-v1
        layer_range: [13, 40]

💻 Usage

python

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "MRockatansky/Precog-Magnum-31B"
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"])