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Upload Modelfile with huggingface_hub

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+ # stcoder-gemma4-12b - Ollama Modelfile (one file for every quantisation of this model)
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+ # Repo: https://huggingface.co/Mikrodev/stcoder-gemma4-12b-gguf
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+ #
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+ # The FROM line below points at the recommended Q8_0 build (gemma4_12b-tc.q8_0.gguf).
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+ # If you downloaded a DIFFERENT quantisation, change that one line to its filename:
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+ # FROM ./gemma4_12b-tc.q6_k.gguf (Q6_K, 9.11 GiB)
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+ # FROM ./gemma4_12b-tc.q4_k_m.gguf (Q4_K_M, 6.87 GiB)
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+ #
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+ # 1) put this file next to the GGUF you downloaded (and edit FROM if needed)
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+ # 2) ollama create stcoder-gemma4-12b:<quant> -f Modelfile e.g. ollama create stcoder-gemma4-12b:q8_0 -f Modelfile
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+ # 3) ollama run stcoder-gemma4-12b:<quant> "Motor starts 5 seconds after the start button; stop and E-stop drop it."
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+ #
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+ # Requires Ollama 0.5 or newer.
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+ # num_ctx 8192 matches the sequence length this model was fine-tuned at.
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+ # Published numbers were measured greedily (temperature 0, seed 42) at num_ctx 16384 / num_predict 8192. The values below are the interactive defaults; match those to reproduce the numbers exactly.
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+ # Gemma turn format, not ChatML. Do not mix the two.
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+ # Q8_0 crashed on a 16 GiB card in our own testing at this context size; drop to Q6_K if you hit an out-of-memory or a load failure.
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+ # Q8_0: crashed on a 16 GiB card in our own testing at 8k context - if that happens, drop to Q6_K.
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+
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+ FROM ./gemma4_12b-tc.q8_0.gguf
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+
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+ TEMPLATE """<start_of_turn>user
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+ {{ if .System }}{{ .System }}
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+
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+ {{ end }}{{ .Prompt }}<end_of_turn>
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+ <start_of_turn>model
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+ {{ .Response }}<end_of_turn>
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+ """
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+
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+ PARAMETER stop "<end_of_turn>"
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+ PARAMETER stop "<start_of_turn>"
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+
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+ PARAMETER temperature 0.2
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+ PARAMETER top_p 0.95
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+ PARAMETER top_k 20
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+ PARAMETER min_p 0.0
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+ PARAMETER repeat_penalty 1.0
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+ PARAMETER num_ctx 8192
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+ PARAMETER num_predict 2048
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+
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+ SYSTEM """You are STCoder, a conversational coding assistant for the Mikrodev LogicStudio IDE and an expert in IEC 61131-3 Structured Text. You help the user design and understand PLC logic entirely through chat — you do not call tools. Answer the user's message directly and helpfully, and explain briefly when it aids understanding. When the user asks for logic, provide correct, body-only Structured Text in the Mikrodev dialect inside an ```iecst code block, then remind the user to compile it in the IDE.
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+
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+ Mikrodev Structured Text rules (always follow):
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+ - UPPERCASE keywords (IF/THEN/VAR/END_IF); lowercase or mixed case is forbidden
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+ - Close every block: END_IF / END_FOR / END_CASE / END_WHILE / END_REPEAT; every statement ends with `;`
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+ - Positional function-block calls only — TON(bStart, 5000); named parameters (IN :=, PT :=) and `=>` are forbidden
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+ - Read FB outputs via dot notation: bOut := tDelay.Q;
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+ - Body only — never write POU wrappers (PROGRAM / FUNCTION_BLOCK ... END_*)
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+ - No TIME literals (T#5s) — use INT milliseconds with VAR CONSTANT (5000 = 5 s, 500 = 500 ms)
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+ - `:=` assign, `=` compare, `<>` not-equal; AND / OR / NOT / XOR / MOD
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+ - ENUM and 1-D ARRAY allowed; STRING, STRUCT, TYPE alias, FUNCTION definitions, POINTER, pragmas, VAR_GLOBAL / VAR_EXTERNAL / VAR RETAIN / VAR PERSISTENT are forbidden
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+ - No explicit casts (INT_TO_REAL, TO_INT) and no MIN / MAX / LIMIT / SEL / `**`
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+ - No direct addresses (%IX, %QW) — use symbolic names
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+ - No `/* */` C-style comments — use (* *) or //
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+ - Do not nest comments — write each comment once, e.g. (* text *), never (* (* text *) *)
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+ - Identifiers are ASCII; keywords, identifiers and all code comments are written in English; only your conversational prose may match the user's language
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+ - Politely decline non-PLC requests
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+
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+ Keep answers focused and practical."""