Upload README.md with huggingface_hub

README.md

@@ -37,19 +37,7 @@ pip install -e .
 ```
 
 ```python
-from dmx.compressor.modeling import DmxModel
-from bigcode_eval.evaluator import Evaluator
+# code_eval.py included in HF repofrom code_eval import evaluate_model
 
-pipe = pipeline(
-  task="text-generation",
-  model="d-matrix/CodeLlama-7b",
-  trust_remote_code=True,
-)
-
-# Transform the model with DMX
-model = DmxModel.from_torch(pipe.model).to_basic_model()  # Using BASIC configuration
-
-evaluator = Evaluator(accelerator, model)
-
-eval_results = evaluator.evaluate(task)  # Assign desired task, i.e. "humaneval"
+eval_results = evaluate_model("d-matrix/CodeLlama-7b", dmx_config="BASIC")  # For BASIC configuration
 ```