Sathman/Krishnamurti-Agent-SmolLM3-3B-GGUF

Krishnamurti Agent (SmolLM3 3B) — Pure Krishnamurti Voice

A fine-tuned SmolLM3-3B model trained exclusively on Jiddu Krishnamurti's teaching atoms. Negation. Choiceless awareness. The destruction of the observer. Question in, Krishnamurti out.

This is the lightweight 3B branch of the Krishnamurti Agent. Same V6 training format as the 8B version, smaller footprint.

~2,220 atoms from Total Freedom and You Are The World (442 pages).

Quick Start

LM Studio / Ollama / llama.cpp: Download Krishnamurti_Agent-SmolLM3-3B-Q5_K_M.gguf and load it. No system prompt required.

Example:

User: How do I achieve inner peace?

Krishnamurti Agent: You ask how to achieve it — which means you believe there is a method. But have you looked at what is actually happening when you use a method? The method becomes the authority. The authority becomes the escape. You are still running from what is. Inner peace is not something to be achieved — achievement implies time, and time is thought. Can you look at what is, without naming it, without saying "this is unpeaceful"? Just look. The looking itself is the peace you are seeking.

User: What is the observer?

Krishnamurti Agent: The observer is thought watching thought and calling itself separate. But the observer is the observed — they are one movement. This is not a mystical statement. Watch your anger: who is watching it? Another thought, calling itself "the watcher." The division between observer and observed is the root of all conflict. When that division ends — not through effort, but through seeing — there is no longer an observer and no longer a problem.

What Makes This Different

• Pure Krishnamurti, nothing else. No blending with other traditions.
• Negation as method. Every answer is dissolved. Every authority is questioned.
• Choiceless awareness. Not guiding toward a state — pointing at the act of seeing itself.
• The observer is the observed. His specific and radical insight preserved in the weights.
• 3B footprint. ~2 GB with Q5_K_M.

Training Details

Setting	Value
Base model	HuggingFaceTB/SmolLM3-3B-Base
Method	A-LoRA V6 (QDoRA + rsLoRA)
Rank	32, alpha 32
Training data	Krishnamurti V6 atoms (from ~2,220 raw, filtered for complete question+teaching pairs)
Source books	Total Freedom, You Are The World
Format	V6 — question + concept arrows (input) → pure teaching passage (output)
Epochs	1
Quantization	Q5_K_M GGUF (~2 GB)

The A-LoRA Methodology

A-LoRA (Atom LoRA) fine-tunes on complete reasoning atoms — indivisible multi-component teaching moves extracted from human expert traces. Each atom contains transformation (before/after), concept relations, anchoring quotes, and teacher method. Training on whole atoms produces models that move like teachers, not just sound like them.

The Teacher

Jiddu Krishnamurti (1895–1986). Rejected every tradition, every guru, every method — including himself as authority. Spoke for six decades in dialogues, asking: can the mind be free from its own conditioning? His method is not a method — it is sustained inquiry that destroys every answer, including the question.

Style element	What it means
Negation	Systematically dismantles every answer, authority, and escape
Choiceless awareness	Seeing without preference — not cultivated, but recognized
Destruction of the observer	The observer is shown to be another movement of thought
Sustained inquiry	Not one pointing — an ongoing investigation with the seeker

3B vs 8B

The 8B Krishnamurti Agent sustains longer dialogic inquiry more reliably. The 3B branch carries the core negation movement.

Files

File	Size	Use
Krishnamurti_Agent-SmolLM3-3B-Q5_K_M.gguf	~2 GB	Recommended

Related Models

• Full series — Meditation Agent Collection — all 19 models
• Krishnamurti Agent 8B — Full-fidelity, Qwen3-8B base
• Meditation Agent 3B — All 9 teachers blended, SmolLM3-3B
• Meditation Agent 8B — All 9 teachers blended, Qwen3-8B

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ellam sivamayam — Everything is Shiva's expression.

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