You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Fireball-Mistral-Nemo-Instruct-14B-merge-v1

Fireball-Mistral-Nemo-Instruct-24B-merge-v1 is a merge of the following models using LazyMergekit:

🧩 Configuration

slices:
  - sources:
    - model: EpistemeAI2/Fireball-Mistral-Nemo-Instruct-emo-PHD
      layer_range: [0, 32]
  - sources:
    - model: EpistemeAI2/Fireball-Mistral-Nemo-Instruct-emo-PHD
      layer_range: [24, 32]
merge_method: passthrough
dtype: bfloat16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "EpistemeAI/Fireball-Mistral-Nemo-Instruct-24B-merge-v1"
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"])