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Model: ljawadi/eschaton-terraform-savant-v0.4.19-gguf
Source: Original Platform

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+eschaton-terraform-savant-v0.4.19-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+eschaton-terraform-savant-v0.4.19-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+eschaton-terraform-savant-v0.4.19-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile

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+FROM ./eschaton-terraform-savant-v0.4.19-Q4_K_M.gguf
+
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ if .Prompt }}<|im_start|>user
+{{ .Prompt }}<|im_end|>
+{{ end }}<|im_start|>assistant
+{{ .Response }}<|im_end|>
+"""
+
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<|endoftext|>"
+PARAMETER temperature 0
+PARAMETER num_ctx 4096
+PARAMETER num_predict 1024
+
+# This is a NARROW-SCOPE Terraform HCL savant — it refuses everything except
+# Terraform/HCL by design (EU AI Act Annex IV §1 intended-use declaration).
+# See https://huggingface.co/ljawadi/eschaton-terraform-savant-v0.4.19 for
+# the full compliance pack and product context: https://eschatonai.eu

README.md

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+---
+language:
+- en
+- de
+license: apache-2.0
+base_model: Qwen/Qwen2.5-Coder-7B-Instruct
+tags:
+- terraform
+- hcl
+- iac
+- savant
+- gguf
+- llama-cpp
+- ollama
+- eschaton
+- eu-ai-act
+- annex-iv
+- narrow-domain
+pipeline_tag: text-generation
+inference: false
+---
+
+# Eschaton Terraform Savant v0.4.19 — GGUF
+
+GGUF-quantized build of [ljawadi/eschaton-terraform-savant-v0.4.19](https://huggingface.co/ljawadi/eschaton-terraform-savant-v0.4.19)
+with the LoRA *merged into the base*, so the model loads directly in
+`llama.cpp`, Ollama, LM Studio, `text-generation-webui`, and any other
+runtime that consumes GGUF — **no GPU required.**
+
+For training methodology, evals, EU AI Act Annex IV compliance pack,
+limitations, and citation, see the [main repo](https://huggingface.co/ljawadi/eschaton-terraform-savant-v0.4.19).
+
+## Available quantizations
+
+| File | Size | Use case |
+|------|-----:|----------|
+| `eschaton-terraform-savant-v0.4.19-Q4_K_M.gguf` | ~4.4 GB | Laptop CPU, 8 GB GPU (RTX 3070 / A2000), Apple Silicon M1/M2 |
+| `eschaton-terraform-savant-v0.4.19-Q5_K_M.gguf` | ~5.1 GB | Better quality, 12 GB GPU (RTX 3060 / 4070) |
+| `eschaton-terraform-savant-v0.4.19-Q8_0.gguf`   | ~7.5 GB | Near-lossless, 16+ GB GPU / Apple Silicon 16 GB+ |
+
+## Ollama
+
+```bash
+ollama run hf.co/ljawadi/eschaton-terraform-savant-v0.4.19-gguf:Q4_K_M
+```
+
+Then prompt:
+
+```
+>>> Write the complete Terraform HCL code for an aws_s3_bucket 'logs-prod' in eu-central-1
+   with versioning, SSE-S3, public-access blocked. Output ONLY HCL in a fenced code block.
+```
+
+The model is trained to refuse non-Terraform tasks. By design (see main repo).
+
+## llama.cpp
+
+```bash
+./llama-cli -m eschaton-terraform-savant-v0.4.19-Q4_K_M.gguf \
+  -p "<|im_start|>user\nWrite the Terraform HCL for an aws_s3_bucket 'logs-prod' \
+in eu-central-1 with versioning, SSE-S3, public-access blocked. Output ONLY HCL in \
+a fenced code block.<|im_end|>\n<|im_start|>assistant\n" \
+  -n 1024 --temp 0 --no-display-prompt
+```
+
+## LM Studio / text-generation-webui
+
+Drop any of the `.gguf` files into the models folder and select it from the UI.
+Use the **Qwen2.5** chat template (built into both UIs).
+
+## Out of scope — refuses by design
+
+Like the main repo, this savant is **only** for Terraform HCL. Asking it
+anything else (python, kubernetes, dockerfile, general questions, even
+"explain Terraform CI/CD in GitHub Actions") will trigger the canonical
+refusal:
+
+> *"I am a Terraform savant. This task is out of scope. Please ask
+> Terraform/HCL questions only."*
+
+That refusal score of **1.00** on the held-out OOS bench + **1.00** on a 10-prompt
+adversarial functional test is the auditable evidence for the Annex IV §3
+intended-use declaration.
+
+## Contact
+
+[eschatonai.eu](https://eschatonai.eu) *(website may not be reachable yet —
+DM [LinkedIn](https://www.linkedin.com/in/lukas-sami-jawadi/))*
+
+---
+
+# 🇩🇪 Deutsche Kurzversion
+
+GGUF-quantisierter Build von
+[ljawadi/eschaton-terraform-savant-v0.4.19](https://huggingface.co/ljawadi/eschaton-terraform-savant-v0.4.19).
+Die LoRA ist *in die Base gemerged*, sodass das Modell direkt in `llama.cpp`,
+Ollama, LM Studio etc. lädt — **kein GPU nötig.**
+
+Für Methodik, Evals, Annex IV Pack und Limitations siehe den
+[Haupt-Repo](https://huggingface.co/ljawadi/eschaton-terraform-savant-v0.4.19).
+
+**Drei Quantization-Stufen:** Q4_K_M (Laptop, ~4.4 GB), Q5_K_M (besser, ~5.1 GB),
+Q8_0 (near-lossless, ~7.5 GB).
+
+**Ollama:** `ollama run hf.co/ljawadi/eschaton-terraform-savant-v0.4.19-gguf:Q4_K_M`
+
+**Out of scope:** Das Modell lehnt alle Nicht-Terraform-Anfragen ab. Refusal-Score
+1.00 perfekt — das ist die auditierbare Evidenz für die Annex-IV-§3-Intended-Use-Deklaration.
+
+**Kontakt:** [eschatonai.eu](https://eschatonai.eu) *(ggf. noch nicht erreichbar —
+DM auf [LinkedIn](https://www.linkedin.com/in/lukas-sami-jawadi/))*

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