Kukedlc / Neural-4-Maths-7b

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Total runs: 96
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7-day runs: 0
30-day runs: 19
Model's Last Updated: April 08 2024
text-generation

Introduction of Neural-4-Maths-7b

Model Details of Neural-4-Maths-7b

Neural-4-Maths-7b

Neural-4-Maths-7b is a merge of the following models using LazyMergekit :

🧩 Configuration
models:
  - model: Kukedlc/NeuralSirKrishna-7b
    # No parameters necessary for base model
  - model: liminerity/M7-7b
    parameters:
      density: 0.66
      weight: 0.2
  - model: MTSAIR/multi_verse_model
    parameters:
      density: 0.66
      weight: 0.2
  - model: Kukedlc/NeuralSirKrishna-7b
    parameters:
      density: 0.66
      weight: 0.2
  - model: Kukedlc/NeuralMaths-Experiment-7b
    parameters:
      density: 0.44
      weight: 0.2
  - model: Kukedlc/Neural4gsm8k
    parameters:
      density: 0.44
      weight: 0.2
merge_method: dare_ties
base_model: Kukedlc/NeuralSirKrishna-7b
parameters:
  int8_mask: true
dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "Kukedlc/Neural-4-Maths-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"])

Runs of Kukedlc Neural-4-Maths-7b on huggingface.co

96
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More Information About Neural-4-Maths-7b huggingface.co Model

More Neural-4-Maths-7b license Visit here:

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

Neural-4-Maths-7b huggingface.co

Neural-4-Maths-7b huggingface.co is an AI model on huggingface.co that provides Neural-4-Maths-7b's model effect (), which can be used instantly with this Kukedlc Neural-4-Maths-7b model. huggingface.co supports a free trial of the Neural-4-Maths-7b model, and also provides paid use of the Neural-4-Maths-7b. Support call Neural-4-Maths-7b model through api, including Node.js, Python, http.

Neural-4-Maths-7b huggingface.co Url

https://huggingface.co/Kukedlc/Neural-4-Maths-7b

Kukedlc Neural-4-Maths-7b online free

Neural-4-Maths-7b huggingface.co is an online trial and call api platform, which integrates Neural-4-Maths-7b's modeling effects, including api services, and provides a free online trial of Neural-4-Maths-7b, you can try Neural-4-Maths-7b online for free by clicking the link below.

Kukedlc Neural-4-Maths-7b online free url in huggingface.co:

https://huggingface.co/Kukedlc/Neural-4-Maths-7b

Neural-4-Maths-7b install

Neural-4-Maths-7b is an open source model from GitHub that offers a free installation service, and any user can find Neural-4-Maths-7b on GitHub to install. At the same time, huggingface.co provides the effect of Neural-4-Maths-7b install, users can directly use Neural-4-Maths-7b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Neural-4-Maths-7b install url in huggingface.co:

https://huggingface.co/Kukedlc/Neural-4-Maths-7b

Url of Neural-4-Maths-7b

Neural-4-Maths-7b huggingface.co Url

Provider of Neural-4-Maths-7b huggingface.co

Kukedlc
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Updated:December 15 2024