CultriX / NeuralCeptrix-7B-SLERP

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Model's Last Updated: March 20 2024
text-generation

Introduction of NeuralCeptrix-7B-SLERP

Model Details of NeuralCeptrix-7B-SLERP

NeuralCeptrix-7B-SLERP

NeuralCeptrix-7B-SLERP is a merge of the following models using LazyMergekit :

🧩 Configuration
slices:
  - sources:
      - model: CultriX/MergeCeption-7B-v3
        layer_range: [0, 32]
      - model: CultriX/NeuralTrix-bf16
        layer_range: [0, 32]
merge_method: slerp
base_model: CultriX/MergeCeption-7B-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 = "CultriX/NeuralCeptrix-7B-SLERP"
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 CultriX NeuralCeptrix-7B-SLERP on huggingface.co

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More Information About NeuralCeptrix-7B-SLERP huggingface.co Model

More NeuralCeptrix-7B-SLERP license Visit here:

https://choosealicense.com/licenses/apache-2.0

NeuralCeptrix-7B-SLERP huggingface.co

NeuralCeptrix-7B-SLERP huggingface.co is an AI model on huggingface.co that provides NeuralCeptrix-7B-SLERP's model effect (), which can be used instantly with this CultriX NeuralCeptrix-7B-SLERP model. huggingface.co supports a free trial of the NeuralCeptrix-7B-SLERP model, and also provides paid use of the NeuralCeptrix-7B-SLERP. Support call NeuralCeptrix-7B-SLERP model through api, including Node.js, Python, http.

NeuralCeptrix-7B-SLERP huggingface.co Url

https://huggingface.co/CultriX/NeuralCeptrix-7B-SLERP

CultriX NeuralCeptrix-7B-SLERP online free

NeuralCeptrix-7B-SLERP huggingface.co is an online trial and call api platform, which integrates NeuralCeptrix-7B-SLERP's modeling effects, including api services, and provides a free online trial of NeuralCeptrix-7B-SLERP, you can try NeuralCeptrix-7B-SLERP online for free by clicking the link below.

CultriX NeuralCeptrix-7B-SLERP online free url in huggingface.co:

https://huggingface.co/CultriX/NeuralCeptrix-7B-SLERP

NeuralCeptrix-7B-SLERP install

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

NeuralCeptrix-7B-SLERP install url in huggingface.co:

https://huggingface.co/CultriX/NeuralCeptrix-7B-SLERP

Url of NeuralCeptrix-7B-SLERP

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