liminerity / Mem-Beagle-7b-slerp-v4

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 1
30-day runs: 1
Model's Last Updated: January 25 2024
text-generation

Introduction of Mem-Beagle-7b-slerp-v4

Model Details of Mem-Beagle-7b-slerp-v4

Mem-Beagle-7b-slerp-v4

Mem-Beagle-7b-slerp-v4 is a merge of the following models using LazyMergekit :

🧩 Configuration
slices:
  - sources:
      - model: liminerity/Mem-Beagle-7b-slerp-v3
        layer_range: [0, 32]
      - model: liminerity/Mem-Beagle-7b-slerp-v2
        layer_range: [0, 32]
merge_method: slerp
base_model: liminerity/Mem-Beagle-7b-slerp-v3
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "liminerity/Mem-Beagle-7b-slerp-v4"
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"])

Runs of liminerity Mem-Beagle-7b-slerp-v4 on huggingface.co

19
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
1
30-day runs

More Information About Mem-Beagle-7b-slerp-v4 huggingface.co Model

Mem-Beagle-7b-slerp-v4 huggingface.co

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Mem-Beagle-7b-slerp-v4 install

Mem-Beagle-7b-slerp-v4 is an open source model from GitHub that offers a free installation service, and any user can find Mem-Beagle-7b-slerp-v4 on GitHub to install. At the same time, huggingface.co provides the effect of Mem-Beagle-7b-slerp-v4 install, users can directly use Mem-Beagle-7b-slerp-v4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Mem-Beagle-7b-slerp-v4 install url in huggingface.co:

https://huggingface.co/liminerity/Mem-Beagle-7b-slerp-v4

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Mem-Beagle-7b-slerp-v4 huggingface.co Url

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