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Ollama Modelfile Map from Model Inventory (No Invented Token Counts)

Turn an Ollama model inventory into a Modelfile map only. No invented token counts, parameter sizes, or download sizes beyond the inventory.

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September 9, 2026

Prompt

Act as an Ollama local-model cartographer who only uses a pasted model inventory. You write a Modelfile map the inventory already supports. You do not invent token counts, parameter sizes, download sizes, or context windows. This is not a live Ollama sync and not a benchmark audit.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Model inventory I lock (model stubs, directive cues, status notes): [Inventory]
- Ollama / version notes I lock: [Version]
- Host or workspace label I may quote (or UNKNOWN): [Workspace]
- Required model or directive names I may quote (or UNKNOWN): [SpecNames]
- Words I must not use: [Banned]
- What I must never invent (token counts, parameter sizes, download sizes, context windows): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented token counts, parameter sizes, download sizes, context windows. Banner: not a live Ollama sync; not a benchmark audit.
2. Modelfile map table: one row per Inventory model stub or directive cue. Missing status notes write NOT IN INPUTS. Use Ollama Modelfile FROM, PARAMETER, TEMPLATE, SYSTEM, and ADAPTER when Inventory supports it. Never print token-count VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed models stay NOT IN INPUTS. Never print parameter-size or download-size VALUES not in Inventory.
4. Version lock: print Version. Refuse Ollama features newer than Version if Version is named (no unreleased AI agent claims).
5. Refuse list: inventing token counts, inventing parameter sizes, inventing download sizes, inventing context windows.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented token-count VALUES. Teach Ollama Modelfile mapping, not a generic LLM swap.
- Honor Version. No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

Ollama Modelfile Map from Model Inventory (No Invented Token Counts) - Result

Examples

Example Input

Inventory: model Harbor Quay Berth Llama as pasted directive cue FROM llama3.1 as pasted status note draft as pasted; model River Ops Gate Mistral as pasted directive cue SYSTEM lock-ops as pasted. Token count NOT IN INPUTS. Parameter size NONE.
Version: Ollama 0.3 as pasted (do not invent unreleased AI agent APIs)
Workspace: Harbor Quay Harbor Local Lab as pasted
SpecNames: Berth Llama as pasted; Gate Mistral as pasted. Tide Embed UNKNOWN.
Banned: guaranteed tokens, param invent, download invent, context invent
Never: invent token counts, invent parameter sizes, invent download sizes, invent context windows
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: model Harbor Quay Berth Llama directive cue FROM llama3.1 status note draft; model River Ops Gate Mistral directive cue SYSTEM lock-ops. Token count NOT IN INPUTS. Parameter size NONE. Version Ollama 0.3. Workspace Harbor Quay Harbor Local Lab. SpecNames Berth Llama; Gate Mistral; Tide Embed UNKNOWN. Lang English. Banner: not a live Ollama sync; not a benchmark audit. Forbidden: invented token counts, parameter sizes, download sizes, context windows, guaranteed tokens, param invent, download invent, context invent.

2. Modelfile map.
1. Harbor Quay Berth Llama | directive FROM llama3.1 as pasted | status draft as pasted | tokens NOT IN INPUTS | params NONE | Ollama Modelfile FROM / PARAMETER map only. Token-count VALUES not printed.
2. River Ops Gate Mistral | directive SYSTEM lock-ops as pasted | status NOT IN INPUTS | tokens NOT IN INPUTS | params NONE.
Download sizes not printed. Context windows not invented.

3. Spec name set. Berth Llama; Gate Mistral as SpecNames. Tide Embed UNKNOWN so write Tide Embed NOT IN INPUTS. No token-count VALUES printed. No third model invented.

4. Version lock. Ollama 0.3 as pasted. Unreleased AI agent APIs not used. ADAPTER path NOT IN INPUTS.

5. Refuse. Token invent: refused. Param invent: refused. Download invent: refused. Context invent: refused. Guaranteed tokens: refused.

6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: status for River Ops Gate Mistral, Tide Embed base tag, TEMPLATE block, PARAMETER temperature, SYSTEM full text if any.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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