Kukedlc / NeuralMaxime-7B-slerp

huggingface.co
Total runs: 101
24-hour runs: 0
7-day runs: -1
30-day runs: 20
Model's Last Updated: May 26 2024
text-generation

Introduction of NeuralMaxime-7B-slerp

Model Details of NeuralMaxime-7B-slerp

NeuralMaxime-7B-slerp

NeuralMaxime-7B-slerp is a merge of the following models using LazyMergekit :

🧩 Configuration
slices:
  - sources:
      - model: mlabonne/AlphaMonarch-7B
        layer_range: [0, 32]
      - model: mlabonne/NeuralMonarch-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: mlabonne/AlphaMonarch-7B
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 = "Kukedlc/NeuralMaxime-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"])

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 76.17
AI2 Reasoning Challenge (25-Shot) 73.38
HellaSwag (10-Shot) 89.18
MMLU (5-Shot) 64.44
TruthfulQA (0-shot) 77.79
Winogrande (5-shot) 84.45
GSM8k (5-shot) 67.78

Runs of Kukedlc NeuralMaxime-7B-slerp on huggingface.co

101
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
20
30-day runs

More Information About NeuralMaxime-7B-slerp huggingface.co Model

More NeuralMaxime-7B-slerp license Visit here:

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

NeuralMaxime-7B-slerp huggingface.co

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

NeuralMaxime-7B-slerp huggingface.co Url

https://huggingface.co/Kukedlc/NeuralMaxime-7B-slerp

Kukedlc NeuralMaxime-7B-slerp online free

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

Kukedlc NeuralMaxime-7B-slerp online free url in huggingface.co:

https://huggingface.co/Kukedlc/NeuralMaxime-7B-slerp

NeuralMaxime-7B-slerp install

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

NeuralMaxime-7B-slerp install url in huggingface.co:

https://huggingface.co/Kukedlc/NeuralMaxime-7B-slerp

Url of NeuralMaxime-7B-slerp

NeuralMaxime-7B-slerp huggingface.co Url

Provider of NeuralMaxime-7B-slerp huggingface.co

Kukedlc
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Total runs: 17
Run Growth: 11
Growth Rate: 64.71%
Updated:December 15 2024