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Transcription Fixer Gemma 3 12B by alecccdd

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Transcription Fixer Gemma 3 12B is an open-source language model by alecccdd. Features: 12b LLM, VRAM: 24.3GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.19.

  Arxiv:1910.09700   4bit Base model:finetune:unsloth/ge... Base model:unsloth/gemma-3-12b...   Conversational Dataset:alecccdd/transcription...   De   En   Endpoints compatible   Es   Gemma3   Gemma3 text   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Text-correction   Unsloth
Model Card on HF 🤗: https://huggingface.co/alecccdd/transcription-fixer-gemma-3-12b 

Transcription Fixer Gemma 3 12B Benchmarks

LLME Score: 0.19159
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Transcription Fixer Gemma 3 12B (alecccdd/transcription-fixer-gemma-3-12b)
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Transcription Fixer Gemma 3 12B Parameters and Internals

LLM NameTranscription Fixer Gemma 3 12B
Repository 🤗https://huggingface.co/alecccdd/transcription-fixer-gemma-3-12b 
Base Model(s)  unsloth/gemma-3-12b-it-unsloth-bnb-4bit   unsloth/gemma-3-12b-it-unsloth-bnb-4bit
Model Size12b
Required VRAM24.3 GB
Updated2026-05-06
Maintaineralecccdd
Model Typegemma3_text
Model Files  5.0 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.6 GB: 5-of-5
Supported Languagesde en es
Quantization Type4bit
Model ArchitectureGemma3ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.51.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262208
Torch Data Typebfloat16

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Amoral Gemma3 12B V2 Qat128K / 24.3 GB06
Note: green Score (e.g. "73.2") means that the model is better than alecccdd/transcription-fixer-gemma-3-12b.

Rank the Transcription Fixer Gemma 3 12B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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