determinex-observer-llama-3.2

determinex-observer-llama-3.2

C3 Observer — Monitor / error diagnosis in the Determinex compiler-verified multi-agent coding system.

• Base model: Llama-3.2-3B-Instruct (3B)
• Fine-tune: LoRA on the Determinex Semantic DSL corpus, compiler-validated
• Ollama tag: determinex-observer-v6-dsl
• Size: 3.06 GB (GGUF, quantized)

Determinex never trusts a model's output directly — every generation is verified against a real compiler/test oracle before it's accepted. This model is one of three specialists (Engineer / Observer / Sentinel) that coordinate through a shared latent space (the Rosetta Stone).

Usage

ollama create determinex-observer-v6-dsl -f Modelfile
ollama run determinex-observer-v6-dsl

License — Llama 3.2 Community License (important)

This model is a fine-tune of meta-llama/Llama-3.2-3B-Instruct and is governed by the Llama 3.2 Community License, not Apache 2.0. By downloading or using these weights you agree to that license and to Meta's Acceptable Use Policy.

Built with Llama.

• Full license text: https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/LICENSE
• Acceptable Use Policy: https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/USE_POLICY.md
• This model's name includes "Llama" per the license's naming requirement for any distributed derivative.