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Keural Sft2 by hossain0909

By hossain0909 · 275 downloads
HF Repo ↗ Copy URL

Keural Sft2 is an open-source language model by hossain0909. Features: 15.4b LLM, VRAM: 30.7GB, Context: 4K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.32.

  Bilingual   Chat   Conversational   Custom code   En   Instruct   Instruction-tuned   Keural   Ko   Korean   Mixtral   Moe   Region:us   Safetensors   Sft   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/hossain0909/keural-sft2 

Keural Sft2 Parameters and Internals

LLM NameKeural Sft2
Repository 🤗https://huggingface.co/hossain0909/keural-sft2 
Base Model(s)  mkd-hossain/keural-pretrained   mkd-hossain/keural-pretrained
Model Size15.4b
Required VRAM30.7 GB
Updated2026-10-30
Maintainerhossain0909
Model Typekeural
Instruction-BasedYes
Model Files  4.8 GB: 1-of-7   4.8 GB: 2-of-7   4.8 GB: 3-of-7   4.8 GB: 4-of-7   4.8 GB: 5-of-7   4.8 GB: 6-of-7   1.9 GB: 7-of-7
Supported Languagesko en
Model ArchitectureKeuralMoECausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size131074
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than hossain0909/keural-sft2.