This project is a text generation model obtained by quantizing the Qwen3-4B model using AMD's quantization tool. It can be used in scenarios such as chatting. The model is prepared using the AMD Quark quantization tool and undergoes necessary post-processing.

Natural Language ProcessingOnnxEnglish

This is a LoRA fine-tuned model based on FLUX.1-dev, specializing in generating images of people wearing a specific necklace (trigger word NL1).

MultimodalDiffusers

A Thai speech recognition model fine-tuned based on OpenAI Whisper-medium, supporting automatic speech recognition tasks for Thai and English.

Audio ProcessingTransformersMultiple Languages

Pathumma-llm-audio-1.0.0 is an 8-billion-parameter Thai large language model specifically designed for audio comprehension tasks, capable of processing various audio inputs including speech, general audio, and music.

MultimodalTransformersMultiple Languages

Pathumma Whisper Large V3 is a Thai automatic speech recognition model based on the OpenAI Whisper architecture, supporting Thai and English speech transcription tasks.

Audio ProcessingTransformersMultiple Languages

PathummaLLM-text-1.0.0-7B is a large language model with 7 billion parameters that supports Thai, Chinese, and English. It is fine-tuned based on OpenThaiLLM-Prebuilt for instruction, optimizing RAG, constrained generation, and reasoning tasks.

Natural Language ProcessingPytorchMultiple Languages

This model is constructed through expert collaboration methods, specializing in mathematical problem solving, capable of autonomously generating solutions or invoking GPT-4 level large models when necessary.

Natural Language ProcessingTransformers

Jellyfish-7B is a 7-billion-parameter large language model fine-tuned based on Mistral-7B, specializing in data preprocessing tasks with excellent interpretability.

Natural Language ProcessingTransformersEnglish

SynthIA-7B-v2.0 is a text generation model with 7 billion parameters, specifically designed for clear and coherent reasoning and text generation through the Tree of Thoughts method. This model can handle complex reasoning tasks and backtrack when necessary to build a logically rigorous chain of thought.

Natural Language ProcessingTransformersEnglish

Jellyfish-13B is a 13-billion-parameter large language model specifically customized for data preprocessing tasks, including error detection, data imputation, pattern matching, and entity matching.

Natural Language ProcessingTransformersEnglish