oraculum_alpha_08b / README.md
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---
license: apache-2.0
base_model: Qwen/Qwen3.5-0.8B
pipeline_tag: text-generation
language:
- en
- pt
tags:
- reasoning
- structured-reasoning
- gguf
- experimental
---
# Oraculum Alpha 0.8B
**Experimental public preview.** A 0.8B-parameter reasoning model fine-tuned
from [Qwen3.5-0.8B](https://huggingface.co/Qwen/Qwen3.5-0.8B).
Instead of free-form chain-of-thought, Oraculum writes its reasoning as a
**structured XML trace**, discrete steps with explicit operations and
dependencies, inside its thinking channel, and only then gives the final
answer. The structured trace is the research subject of this release.
```
<thoughtml>
<step id="s1" op="observe">The user asks for the sum of 2 and 2.</step>
<step id="s2" op="deduce" depends_on="s1">2 + 2 = 4.</step>
<step id="s3" op="answer" depends_on="s2">The answer is 4.</step>
</thoughtml>
The answer is 4.
```
## Files
| file | format | use |
|---|---|---|
| `model.safetensors` | bf16 | transformers / fine-tuning |
| `oraculum_alpha_08b-bf16.gguf` | GGUF bf16 | llama.cpp, full precision |
| `oraculum_alpha_08b-Q8_0.gguf` | GGUF Q8_0 | llama.cpp, recommended |
## Run it (llama.cpp)
```bash
llama-server -m oraculum_alpha_08b-Q8_0.gguf -c 8192
# or
llama-cli -m oraculum_alpha_08b-Q8_0.gguf -cnv
```
Use the built-in chat template. The reasoning trace appears in the thinking
channel; the visible reply comes after it.
## Notes and limitations
- **Alpha.** This is a quick public test of the format, not a polished
assistant. Expect mistakes, it is a 0.8B model.
- Reasoning is strongest in math, logic and step-by-step analysis;
Portuguese and English are the primary languages.
- The XML trace is machine-parseable by design; malformed traces can still
occur under long generations.
## License
Apache 2.0, same as the base model.