mlabonne / ChimeraLlama-3-8B-v3

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Total runs: 8.2K
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7-day runs: 38
30-day runs: 429
Model's Last Updated: September 17 2024
text-generation

Introduction of ChimeraLlama-3-8B-v3

Model Details of ChimeraLlama-3-8B-v3

ChimeraLlama-3-8B-v3

ChimeraLlama-3-8B-v3 is a merge of the following models using LazyMergekit :

🧩 Configuration
models:
  - model: NousResearch/Meta-Llama-3-8B
    # No parameters necessary for base model
  - model: NousResearch/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.6
      weight: 0.5
  - model: mlabonne/OrpoLlama-3-8B
    parameters:
      density: 0.55
      weight: 0.05
  - model: cognitivecomputations/dolphin-2.9-llama3-8b
    parameters:
      density: 0.55
      weight: 0.05
  - model: Danielbrdz/Barcenas-Llama3-8b-ORPO
    parameters:
      density: 0.55
      weight: 0.2
  - model: VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct
    parameters:
      density: 0.55
      weight: 0.1
  - model: vicgalle/Configurable-Llama-3-8B-v0.3
    parameters:
      density: 0.55
      weight: 0.05
  - model: MaziyarPanahi/Llama-3-8B-Instruct-DPO-v0.3
    parameters:
      density: 0.55
      weight: 0.05
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
parameters:
  int8_mask: true
dtype: float16
💻 Usage
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "mlabonne/ChimeraLlama-3-8B-v3"
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 mlabonne ChimeraLlama-3-8B-v3 on huggingface.co

8.2K
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24-hour runs
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3-day runs
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7-day runs
429
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ChimeraLlama-3-8B-v3 huggingface.co is an AI model on huggingface.co that provides ChimeraLlama-3-8B-v3's model effect (), which can be used instantly with this mlabonne ChimeraLlama-3-8B-v3 model. huggingface.co supports a free trial of the ChimeraLlama-3-8B-v3 model, and also provides paid use of the ChimeraLlama-3-8B-v3. Support call ChimeraLlama-3-8B-v3 model through api, including Node.js, Python, http.

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ChimeraLlama-3-8B-v3 install

ChimeraLlama-3-8B-v3 is an open source model from GitHub that offers a free installation service, and any user can find ChimeraLlama-3-8B-v3 on GitHub to install. At the same time, huggingface.co provides the effect of ChimeraLlama-3-8B-v3 install, users can directly use ChimeraLlama-3-8B-v3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ChimeraLlama-3-8B-v3 install url in huggingface.co:

https://huggingface.co/mlabonne/ChimeraLlama-3-8B-v3

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