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1. slm slm Public

   Small Language Models for Kazakh — from 14M to 600M parameters, trained from scratch

   Python

2. kazakh-micro-lm kazakh-micro-lm Public

   Minimal RNN/GPT-2 implementation for Kazakh text generation

   Python

3. kazakh-nlp-toolkit kazakh-nlp-toolkit Public

   Collection of NLP tools for Kazakh language: translation, GPT-2 training, fine-tuning, RWKV, summarization, tokenization, dataset preparation

   Python

4. kazakh-speech-pipeline kazakh-speech-pipeline Public

   End-to-end Kazakh speech recognition and grammar correction pipeline powered by Whisper and GPT-4

   Python

5. mlx-gpt2-trainer mlx-gpt2-trainer Public

   Lightweight GPT-2 implementation for training on Apple Silicon using PyTorch

   Python

6. turkic-tts turkic-tts Public

   High-quality Text-to-Speech system for Turkic languages (Kazakh) with multi-speaker and emotion control

   Python