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f521540 ddf509e f521540 fae2d0f d144157 fae2d0f 812346b fae2d0f 812346b fae2d0f 812346b d73111a d144157 812346b c7f53d4 812346b 7087b82 f521540 fae2d0f f521540 7087b82 fae2d0f 812346b fae2d0f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | def generate_code(prompt, language):
full_prompt = f"""
You are an expert {language} programmer.
Write clean, correct, and complete code.
Requirements:
- No explanations
- Only code
- Proper syntax
- Complete function/program
Task:
{prompt}
Code:
"""
inputs = tokenizer(full_prompt, return_tensors="pt", truncation=True)
with torch.no_grad():
outputs = model.generate(
**inputs,
max_new_tokens=300,
do_sample=True, # ✅ IMPORTANT
temperature=0.2, # ✅ slight creativity
top_p=0.9, # ✅ better coherence
repetition_penalty=1.1, # ✅ avoid loops
eos_token_id=tokenizer.eos_token_id,
pad_token_id=tokenizer.eos_token_id
)
result = tokenizer.decode(outputs[0], skip_special_tokens=True)
# Remove prompt part safely
if "Code:" in result:
result = result.split("Code:")[-1]
return clean_code(result) |