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Model: ewald1976/Newton-Insights-V1-cannabis-extraction-science-gguf Source: Original Platform
2026-04-28 15:15:01 +08:00
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+---
+license: apache-2.0
+tags:
+- gguf
+- llama.cpp
+- cannabis
+- science
+- text-generation
+- local-inference
+- domain-specific
+- chemistry
+- biology
+- medical
+language:
+- en
+base_model:
+- KellanF89/Newton-Insights-V1-cannabis-extraction-science
+---
+
+## Note on source files
+
+This GGUF was built from the `granite-science-merged` files included in the original repository.
+
+# Newton Insights V1 – Cannabis Extraction Science (GGUF)
+
+## Model Description
+
+> GGUF quantized version for local inference (llama.cpp, LM Studio CLI)
+This is a GGUF quantized version of:
+KellanF89/Newton-Insights-V1-cannabis-extraction-science
+
+The model is a domain-specific language model trained on cannabis science literature, focusing on:
+- extraction techniques  
+- terpene and cannabinoid chemistry  
+- pharmacology  
+- cultivation  
+
+This version was converted and quantized for **local inference** using `llama.cpp`-compatible runtimes.
+
+---
+
+## Model Details
+
+- **Developed by:** Kellan Finney / Eighth Revolution (original model)  
+- **Model type:** Causal Language Model (fine-tuned)  
+- **Language:** English  
+- **License:** Apache 2.0  
+- **Finetuned from:** IBM Granite 3.0 8B Instruct  
+
+---
+
+## Available Quantizations
+
+| File | Quant | Size | Notes |
+|------|------|------|------|
+| Newton-Insights-V1-cannabis-extraction-science-q4_k_m.gguf | Q4_K_M | ~4-5 GB | Good balance, lower VRAM |
+| Newton-Insights-V1-cannabis-extraction-science-q5_k_m.gguf | Q5_K_M | ~5-6 GB | Recommended |
+| Newton-Insights-V1-cannabis-extraction-science-q6_k.gguf   | Q6_K   | ~6-7 GB | Higher quality |
+| Newton-Insights-V1-cannabis-extraction-science-f16.gguf    | F16    | ~16 GB  | Full precision |
+
+## Uses
+
+### Direct Use
+
+- Domain-specific Q&A about cannabis science  
+- Educational and research purposes  
+- Local inference setups (offline AI, homelab, experimentation)
+
+### Out-of-Scope Use
+
+- Medical advice or treatment recommendations  
+- Legal interpretation  
+- Safety-critical decisions  
+
+---
+
+## Limitations
+
+- The model may reflect **inconsistencies in cannabis terminology** (e.g., sativa vs. indica classification).  
+- Not all responses are guaranteed to be scientifically accurate despite domain fine-tuning.  
+- Performance may vary depending on prompt formatting and frontend compatibility (Granite-based models use non-standard chat templates).
+
+---
+
+## How to Use
+
+### llama.cpp
+
+```bash
+./main -m ewald1976/Newton-Insights-V1-cannabis-extraction-science-Q5_K_M.gguf -p "Explain terpene preservation in extraction"