aitf-komdigi

KomdigiITS-8B-DFK-TextClassification-Final

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Model Details

Model Provider

aitf-komdigi

Model Tree

Base

aitf-komdigi/KomdigiITS-8B-DFK-CPT

Fine-tuned

this model

Input Modalities

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Output Modalities

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Supported Functionality

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README

License: apache-2.0

Dataset Details

Tasks & Capabilities

Text Classification DFK (Disinformasi, Fitnah, Ujaran Kebencian)

Dataset Splits

Train Samples: 20,790
Validation Samples: 2,599
Testing Samples: 2,599

Target Labels

DISINFORMASI
FITNAH
UJARAN KEBENCIAN
FAKTA
BUKAN DFK

Training Configurations

Supervised Fine-Tuning (SFT) Pipeline Parameters

Table with columns: Parameter, Value
Parameter	Value
Max Sequence Length	2048 tokens
Batch Size	2
Gradient Accumulation Steps	16
Effective Batch Size	32
Learning Rate (LR)	2e-4
LR Scheduler	Linear
Optimizer	AdamW 8-bit
Number of Epochs	1
Warmup Steps	20
Weight Decay	0.01
Max Gradient Norm	1.0
Evaluation Steps	Every 200 steps

LoRA (PEFT) Hyperparameters

Table with columns: Parameter, Value
Parameter	Value
r (Rank)	16
lora_alpha	32
lora_dropout	0
bias	none
use_rslora	False
Gradient Checkpointing	unsloth
Target Modules	`q_proj`, `k_proj`, `v_proj`, `o_proj`, `gate_proj`, `down_proj`, `up_proj`

Uploaded model

Developed by: hnuka
License: apache-2.0
Finetuned from model : aitf-komdigi/KomdigiITS-8B-DFK-CPT

This mistral3 model was trained 2x faster with Unsloth