Qwen2.5-1.5B-Instruct fine-tuned as an offline agricultural advisory assistant (crop diagnosis, fertilizer/market calculations, pest guidance) for smallholder farmers and extension officers.
Model Card
By ADEGOKE ISRAEL, published under apache-2.0, revision 35dbf4ab6798.
Qwen2.5-1.5B-Instruct fine-tuned as an offline agricultural advisory assistant (crop diagnosis, fertilizer/market calculations, pest guidance) for smallholder farmers and extension officers. Fine-tuned from Qwen/Qwen2.5-1.5B-Instruct, converted to GGUF, and quantized for offline CPU inference via llama.cpp.
Read ADEGOKE ISRAEL's full model card
Qwen2.5-1.5B-Instruct fine-tuned as an offline agricultural advisory assistant (crop diagnosis, fertilizer/market calculations, pest guidance) for smallholder farmers and extension officers.
Fine-tuned from Qwen/Qwen2.5-1.5B-Instruct, converted to GGUF, and
quantized for offline CPU inference via llama.cpp.
Files
| File | Quantization | Notes |
|---|---|---|
agri-Q4_K_M.gguf |
Q4_K_M | Smaller, lower peak RAM |
agri-Q5_K_M.gguf |
Q5_K_M | Larger, typically higher quality |
Usage
./llama-cli -m agri-Q4_K_M.gguf -p "your prompt here"
Identity and Version
- Repository
- EYEDOL/agri-advisor-1.5b
- Publisher
- ADEGOKE ISRAEL
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 35dbf4ab6798c4c0add72fd8092c6543cc338229
- First published
- 2026-08-22
- Last updated
- 2026-09-18
Files and Weights
4 files, 2.1 GB in total. The weights are 2 files totalling 2.1 GB in gguf.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| agri-Q4_K_M.gguf | Weights | 986.0 MB | e0d6ffcf327b |
| agri-Q5_K_M.gguf | Weights | 1.1 GB | c4f6a0c5eea8 |
| README.md | Documentation | 701 B | — |
| .gitattributes | Repository | 1.6 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 2.1 GB
Released by ADEGOKE ISRAEL through its official repository on Hugging Face. Read the license.
Built From
- Derived from Qwen/Qwen2.5-1.5B-Instruct
- Quantized from Qwen/Qwen2.5-1.5B-Instruct
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 2.1 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About agri-advisor-1.5b
Can I use agri-advisor-1.5b commercially?
Yes. agri-advisor-1.5b is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.