README.md

---
license: apache-2.0
language:
- en
tags:
- text-generation-inference
- transformers
- smolify
- dslm
pipeline_tag: text-generation
inference:
  parameters:
    temperature: 1
    top_p: 0.95
    top_k: 64
---
# 🤏 smolified-errmind-compiler-explainer-final

> **Intelligence, Distilled.**

This is a **Domain Specific Language Model (DSLM)** generated by the **Smolify Foundry**.

It has been synthetically distilled from SOTA reasoning engines into a high-efficiency architecture, optimized for deployment on edge hardware (CPU/NPU) or low-VRAM environments.

## 📦 Asset Details
- **Origin:** Smolify Foundry (Job ID: `4ea62cd3`)
- **Architecture:** DSLM-Micro (270M Parameter Class)
- **Training Method:** Proprietary Neural Distillation
- **Optimization:** 4-bit Quantized / FP16 Mixed
- **Dataset:** [Link to Dataset](https://huggingface.co/datasets/smolify/smolified-errmind-compiler-explainer-final)

## 🚀 Usage (Inference)
This model is compatible with standard inference backends like vLLM.

```python
# Example: Running your Sovereign Model
from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "smolify/smolified-errmind-compiler-explainer-final"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto")

messages = [
    {'role': 'system', 'content': '''You are a precise expert at interpreting C++ compiler errors (GCC/Clang). Given a raw compiler error log, output ONLY valid JSON with keys: summary, why, fix, patch, confidence. No extra text.'''},
    {'role': 'user', 'content': '''tmp_gen/err_undefined_variable_84.cpp:1:5: error: 'v84_sdlk' was not declared in this scope     1 | int main(){ v84_sdlk; // force generic error for undefined_variable }'''}
]
text = tokenizer.apply_chat_template(
    messages,
    tokenize = False,
    add_generation_prompt = True,
).removeprefix('<bos>')

from transformers import TextStreamer
_ = model.generate(
    **tokenizer(text, return_tensors = "pt").to("cuda"),
    max_new_tokens = 1000,
    temperature = 1, top_p = 0.95, top_k = 64,
    streamer = TextStreamer(tokenizer, skip_prompt = True),
)
```

## ⚖️ License & Ownership
This model weights are a sovereign asset owned by **smolify**.
Generated via [Smolify.ai](https://smolify.ai).

[<img src="https://smolify.ai/smolify.gif" width="100"/>](https://smolify.ai)