Deepseek-math-7B-arithmetic-mk
Deepseek-math-7B-arithmetic-mk is a merge of the following models using LazyMergekit:
🧩 Configuration
models:
- model: deepseek-ai/deepseek-math-7b-rl
parameters:
weight: 1
- model: sudhanshu746/deepseek-7b-instruct-matho-finetune
parameters:
weight: 1
merge_method: task_arithmetic
base_model: deepseek-ai/deepseek-math-7b-rl
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "sudhanshu746/Deepseek-math-7B-arithmetic-mk"
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"])
- 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.
Model tree for sudhanshu746/Deepseek-math-7B-arithmetic-mk
Merge model
this model