Gemma4 31B Socratic LoRA is an open-source language model by jakemaly. Features: 31b LLM, VRAM: 0.5GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.29.
| LLM Name | Gemma4 31B Socratic LoRA |
| Repository 🤗 | https://huggingface.co/jakemaly/Gemma4-31B-Socratic-LoRA |
| Base Model(s) | |
| Model Size | 31b |
| Required VRAM | 0.5 GB |
| Updated | 2026-09-04 |
| Maintainer | jakemaly |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | (|?|:|.|*|?|(|?|:|l|a|n|g|u|a|g|e|||t|e|x|t|)|.|*|?|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|i|x|e|r|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|||m|i|x|e|r|)|.|*|?|(|?|:|k|_|p|r|o|j|||q|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||l|i|n|e|a|r|)|)|||(|?|:|\|b|m|o|d|e|l|\|.|l|a|y|e|r|s|\|.|[|\|d|]|{|1|,|}|\|.|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|i|x|e|r|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|||m|i|x|e|r|)|\|.|(|?|:|(|?|:|k|_|p|r|o|j|||q|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||l|i|n|e|a|r|)|)|) |
| LoRA Alpha | 32 |
| LoRA Dropout | 0 |
| R Param | 16 |
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Gemma4 31B Cessna | 0K / 1 GB | 8 | 0 |
| Gemma4 31B Opus 4.6 Reasoning | 0K / 0.2 GB | 20 | 163 |