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CloudGoat/LFM2.5-1.2B-FusionJP
LFM2.5-1.2B-FusionJP is a machine learning model from CloudGoat. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
LFM2.5-1.2B-FusionJP is a merge of the following models using LazyMergekit: LiquidAI/LFM2.5-1.2B-JP-202606 LiquidAI/LFM2.5-1.2B-Thinking
Downloads · 30 days
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.safetensors2.3 GB · 100%
From the Hugging Face model README
LFM2.5-1.2B-FusionJP is a merge of the following models using LazyMergekit:
merge_method: nuslerp
models:
- model: LiquidAI/LFM2.5-1.2B-JP-202606
parameters:
weight: 1.0
- model: LiquidAI/LFM2.5-1.2B-Thinking
parameters:
weight: 1.0
parameters:
nuslerp_row_wise: true
dtype: bfloat16
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "CloudGoat/LFM2.5-1.2B-FusionJP"
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"])