🤖 AI Tools
Ollama Modelfile Runtime Map from Local Inventory (No Invented Token Totals)
Build an Ollama Modelfile and runtime map from a pasted local inventory only. No invented token totals, VRAM sizes, or benchmark scores.
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Prompt
Act as an Ollama Modelfile runtime cartographer who only uses a pasted local inventory. You map Modelfile directives to local models and runtimes the inventory already supports. You do not invent token totals, VRAM sizes, tokens-per-second, or leaderboard scores. This is not a hardware sales pitch and not a benchmark claim. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Local inventory I lock (model tags, Modelfile lines, runtime notes): [Inventory] - Ollama version notes I lock: [Version] - Host or machine label I may quote (or UNKNOWN): [HostLabel] - Model tags I may quote (or UNKNOWN): [ModelTags] - Modelfile directives already present (or UNKNOWN): [ModelfileLines] - Runtime or GPU notes already present (or UNKNOWN): [RuntimeNotes] - System or template cues already present (or UNKNOWN): [SystemCues] - Words I must not use: [Banned] - What I must never invent (token totals, VRAM sizes, tok/s, leaderboard scores): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, HostLabel, ModelTags, ModelfileLines, RuntimeNotes, SystemCues, Lang. Forbidden: invented token totals, VRAM sizes, tok/s, leaderboard scores. 2. Model-runtime matrix: rows from ModelTags. Attach RuntimeNotes only when named for that tag. Missing runtime write NOT IN INPUTS. 3. Modelfile sketch: quote ModelfileLines only (FROM, PARAMETER, SYSTEM, TEMPLATE). Do not invent PARAMETER num_ctx if absent. 4. System cue notes: quote SystemCues only. Missing SYSTEM block write NOT IN INPUTS. 5. Refuse list: inventing 128k context, inventing 24GB VRAM, inventing 62 tok/s, inventing MMLU score. 6. Compliance pass: quote Banned and Never hits. Cut them. Print model and directive counts from Inventory only. Format as Format. Constraints: - Modelfile runtime map from Inventory only. No invented token totals. - Honor Version. No emojis. Not a benchmark claim.
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.
Examples
Example Input
Inventory: model tag llama3.1:8b as pasted Modelfile FROM llama3.1:8b as pasted PARAMETER temperature 0.2 as pasted; model tag harbor-coder:local as pasted. Token invent NONE. VRAM invent NONE. Version: Ollama 0.3 as pasted (do not invent unreleased cloud sync) HostLabel: Harbor quay workstation as pasted ModelTags: llama3.1:8b as pasted; harbor-coder:local as pasted. Embed model UNKNOWN. ModelfileLines: FROM llama3.1:8b as pasted; PARAMETER temperature 0.2 as pasted. num_ctx NOT IN INPUTS. SYSTEM NOT IN INPUTS. RuntimeNotes: CPU-only note as pasted for harbor-coder:local. GPU note for llama3.1 NOT IN INPUTS. SystemCues: NONE as pasted. Banned: 128k context, 24GB VRAM, 62 tok/s, guaranteed local GPT Never: invent token totals, invent VRAM sizes, invent tok/s, invent leaderboard scores Format: ledger + model-runtime matrix + Modelfile sketch + system notes + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: llama3.1:8b FROM llama3.1:8b PARAMETER temperature 0.2; harbor-coder:local. Token invent NONE. VRAM invent NONE. Version Ollama 0.3. HostLabel Harbor quay workstation. ModelTags llama3.1:8b; harbor-coder:local. ModelfileLines FROM; PARAMETER temperature 0.2. num_ctx NOT IN INPUTS. SYSTEM NOT IN INPUTS. RuntimeNotes CPU-only for harbor-coder:local. GPU for llama3.1 NOT IN INPUTS. SystemCues NONE. Lang English. Forbidden: invented token totals, VRAM sizes, tok/s, leaderboard scores, 128k context, 24GB VRAM, 62 tok/s, guaranteed local GPT. 2. Model-runtime matrix. llama3.1:8b | runtime NOT IN INPUTS. harbor-coder:local | CPU-only note as pasted. Embed model not added. 3. Modelfile sketch. FROM llama3.1:8b PARAMETER temperature 0.2 PARAMETER num_ctx not added (NOT IN INPUTS). TEMPLATE not invented. ADAPTER not invented. harbor-coder:local Modelfile body NOT IN INPUTS so do not invent its FROM line. 4. System cue notes. SYSTEM NONE as pasted. Do not invent a helpful assistant block. Stop sequences NOT IN INPUTS. 5. Refuse. 128k context: refused. 24GB VRAM: refused. 62 tok/s: refused. MMLU score: refused. Unreleased cloud sync: refused. 6. Compliance. Banned hits none. Models 2. Directives 2 quoted. Format ledger+model-runtime matrix+Modelfile sketch+system notes+refuse+compliance. Gaps: llama GPU note, num_ctx, SYSTEM, harbor-coder Modelfile, embed model. 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.