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sssssungjae/
Qwen2.5-7B-instruct-finance-model_stock_v5

Name: Qwen2.5-7B-instruct-finance-model_stock_v5
Availability: InStock

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Qwen2.5-7B-instruct-finance-model_stock_v5

Qwen2.5-7B-instruct-finance-model_stock_v5 is a merge of the following models using LazyMergekit:

🧩 Configuration

yaml

merge_method: model_stock

base_model: Qwen/Qwen2.5-7B

models:
  - model: AnonymousLLMer/krx-qwen2.5-v1206-1
  - model: sssssungjae/qwen2_5-7b-instruct-finance-full-final-15_15
  - model: aiqwe/FinShibainu
parameters:
  filter_wise: false
dtype: bfloat16

💻 Usage

python

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "sssssungjae/Qwen2.5-7B-instruct-finance-model_stock_v5"
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"])