Pomona Water Irrigation Risk Reasoner V0.1.8 Lora is an open-source language model by Okyanus. Features: 0.5b LLM, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.28.
Adapter Agriculture Base model:adapter:qwen/qwen2.... Base model:qwen/qwen2.5-0.5b-i... Conversational Finetuned Greenhouse Hydroponics Instruct Irrigation Lora Peft Pomona Region:us Safetensors Safety Small-reasoner Structured-output Water-risk
Model Card on HF 🤗: https://huggingface.co/Okyanus/pomona-water-irrigation-risk-reasoner-v0.1.8-lora
Pomona Water Irrigation Risk Reasoner V0.1.8 Lora Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Pomona Water Irrigation Risk Reasoner V0.1.8 Lora Parameters and Internals
| LLM Name | Pomona Water Irrigation Risk Reasoner V0.1.8 Lora |
| Repository 🤗 | https://huggingface.co/Okyanus/pomona-water-irrigation-risk-reasoner-v0.1.8-lora |
| Base Model(s) | |
| Model Size | 0.5b |
| Required VRAM | 0 GB |
| Updated | 2026-07-12 |
| Maintainer | Okyanus |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Model Max Length | 131072 |
| Is Biased | none |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|v_proj|up_proj|gate_proj|q_proj|down_proj|k_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
| Errors | replace |
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a