Merge-Gemma-2b-Models
Merge-Gemma-2b-Models is a merge of the following models using LazyMergekit:
𧩠Configuration
models:
- model: anakin87/gemma-2b-orpo
# No parameters necessary for base model
- model: unsloth/gemma-2b
parameters:
density: 0.53
weight: 0.45
merge_method: dare_ties
base_model: anakin87/gemma-2b-orpo
parameters:
int8_mask: true
dtype: bfloat16
random_seed: 0
π» Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Ruqiya/Merge-Gemma-2b-Models"
messages = [{"role": "user", "content": "What is artificial intelligence?"}]
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"])
- Downloads last month
- 7
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.