This is a fine-tuned version of the Helsinki-NLP/opus-mt-en-ber model, specifically designed for English to Atlas Tamazight translation. The model is based on the MarianMT architecture and trained with 486,000 synthetic sentence pairs, supporting translation tasks for Tamazight, Tashelhit, and Central Atlas Tamazight.

Natural Language ProcessingSafetensorsMultiple Languages

This is a Swahili-English translation model fine-tuned based on the opus-mt-mul-en model of Helsinki-NLP. The model is specifically optimized and trained for the children's hotline service scenario, trained with synthetic hotline dialogue data, equipped with a mechanism to prevent hallucination generation, and the translation quality is guaranteed by monitoring the BLEU score through an early stopping strategy.

Natural Language ProcessingTensorboardMultiple Languages

The final iteration of the Magnum series based on Llama-3.3-70B-Instruct, merging multiple rsLoRA fine-tuned versions to simulate the writing style and quality of Claude 3 Sonnet/Opus series models.

Natural Language ProcessingTransformersEnglish

English-Spanish translation model fine-tuned on the opus100 dataset based on t5-small

Natural Language ProcessingTransformersMultiple Languages

This model is a fine-tuned Arabic-to-English translation model based on Helsinki-NLP/opus-mt-ar-en, achieving a BLEU score of 54.65 on the evaluation set.

Natural Language ProcessingTransformers

A fine-tuned English-to-French translation model based on Helsinki-NLP/opus-mt-tc-big-en-fr, specifically optimized for Magic: The Gathering content

Natural Language ProcessingTransformers

An English-Hindi translation model fine-tuned based on Helsinki-NLP/opus-mt-en-hi, optimized for authentic expressions for solo female travelers in India

Natural Language ProcessingTransformersMultiple Languages

Rei-12B is a large language model designed to reproduce the writing quality of the Claude 3 series models (especially Sonnet and Opus), fine-tuned based on Mistral-Nemo-Instruct, supporting long context and role-playing.

Natural Language ProcessingGgufEnglish

Rei-12B is a large language model designed to reproduce the prose quality of Claude 3 series models (especially Sonnet and Opus), fine-tuned based on Mistral-Nemo-Instruct

Natural Language ProcessingTransformersEnglish

An English-Arabic translation model fine-tuned based on Helsinki-NLP/opus-mt-en-ar, achieving a BLEU score of 29.991 on the evaluation set

Natural Language ProcessingTransformers

English to Egyptian Arabic translation model fine-tuned based on Helsinki-NLP/opus-mt-tc-big-en-ar

Natural Language ProcessingTransformersMultiple Languages

This is a T5-base model fine-tuned on the Helsinki-NLP/opus-100 dataset, specifically designed for English-to-Turkish translation tasks.

Natural Language ProcessingTransformersMultiple Languages

An English-Arabic translation model fine-tuned from Helsinki-NLP/opus-mt-en-ar, specifically optimized for Egyptian dialect

Natural Language ProcessingTensorboardMultiple Languages

A Spanish-to-Spanish machine translation model fine-tuned based on Helsinki-NLP/opus-mt-es-es

Natural Language ProcessingTransformers

Arabic-to-English translation model fine-tuned on the kde4 dataset based on Helsinki-NLP/opus-mt-ar-en

Natural Language ProcessingTransformers

Magnum-v4-12b is a series of models aimed at reproducing the prose quality of Claude 3 models (particularly Sonnet and Opus).

Natural Language ProcessingTransformersEnglish

This is a neural machine translation model for translating Romance (roa) languages into English (en), which is part of the OPUS-MT project.

Natural Language ProcessingTransformersMultiple Languages

Magnum v4-22B is a large language model fine-tuned based on Mistral-Small-Instruct-2409, specifically dedicated to replicating the text quality of the Claude 3 series models (especially Sonnet and Opus). This model provides a GGUF quantized version, supports a 32K context length, and is trained on multiple high-quality datasets.

Natural Language ProcessingTransformersEnglish

This is a series of models fine-tuned based on Qwen2.5-72B-Instruct, aiming to imitate the prose quality of the Claude 3 models (especially Sonnet and Opus).

Natural Language ProcessingTransformersEnglish

This is a large language model designed to replicate the prose quality of the Claude 3 model (especially Sonnet and Opus). It is obtained through multiple KTO runs and one SFT run and supports the ChatML format.

Natural Language ProcessingTransformers