LLM EXPLORER 65,695 MODELS INDEXED

Gemma4 12B Harmonic Lora by aifeifei798

By aifeifei798 · 32 downloads

Gemma4 12B Harmonic Lora is an open-source language model by aifeifei798. Features: 12b LLM, VRAM: 0.1GB, License: apache-2.0, Quantized.

  Adapter   Anti-slop   Attention Base model:adapter:google/gemm... Base model:google/gemma-4-12b-...   Conversational Dataset:huggingfaceh4/no robot...   Dct   Doi:10.57967/hf/11235   Dsp   En   Finetuned   Gemma-4   Harmonic-attention   Lora   Peft   Q4   Q4 0   Quantized   Region:us   Safetensors

Gemma4 12B Harmonic Lora Parameters and Internals

LLM NameGemma4 12b Harmonic Lora
Repository πŸ€—https://huggingface.co/aifeifei798/gemma4_12b_harmonic_lora 
Base Model(s)  ... 4 12B It Qat Q4 0 Unquantized   google/gemma-4-12B-it-qat-q4_0-unquantized
Model Size12b
Required VRAM0.1 GB
Updated2026-10-27
Maintaineraifeifei798
Model Files  0.1 GB
Supported Languagesen
Quantization Typeq4|q4_0
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|k_proj|q_proj|v_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16

Best Alternatives to Gemma4 12B Harmonic Lora

Best Alternatives
Context / RAM
Downloads
Likes
Evidencedesk Gemma 4 12B Lora0K / 0.3 GB270
Aura NeMo 12B0K / 1.8 GB62
Kenlang Gemma 4 12B It Lora V20K / 0.3 GB441
...It Ornith9 Summaries LoRA R1280K / 2.1 GB261
...4 12B Sv Source2synth Nlu Lora0K / 0.3 GB191
Gemma4 Sagax Os27 Raw0K / 0.3 GB231
Teleste Learner 12B0K / 0.3 GB291
...ni 3.5 Flash Reasoning Distill0K / 0.3 GB392
Beef 12B0K / 3.6 GB50
Noodles 12B0K / 3.6 GB50
Note: green Score (e.g. "73.2") means that the model is better than aifeifei798/gemma4_12b_harmonic_lora.