---
license: llama3.2
base_model: meta-llama/Llama-3.2-1B-Instruct
library_name: transformers
tags: [le-harnais, hero]
---

# le-harnais / ft-counsel

Wisdom-grounded counselor for the verify→repair advice game (Test Usage B).

- **Base model:** [`meta-llama/Llama-3.2-1B-Instruct`](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct) — **Built with Llama**; Llama Community License applies.
- **Class:** `hero`
- **Training data:** datasets/counsel_train.jsonl (270 ex; wisdom+commentary, PD sources)
- **Headline:** served 1B; generate→retrieve→judge→repair couple-advice game

## Reproduce

```sh
just train-counsel
```

Full recipe, datasets, and eval commands: see `docs/REPRODUCE.md` in the
[le-harnais distribution]. Provenance & license: `docs/PROVENANCE.md`.

## Formats in this repo
- `*.safetensors` — bf16 inference weights (serve with `transformers` or le-harnais `lh-serve`/candle).
- `*.Q4_K_M.gguf` — portable 4-bit quant (run via `ollama` / `llama.cpp`; Mac-friendly).
- `*.Q8_0.gguf` — higher-fidelity 8-bit quant (hero models).

> Orchestration amplifies a capable generator; it does not create competence.