This is a large language model with 30 billion parameters trained on the Claude Sonnet 4.5 reasoning dataset. It is specifically optimized for high-difficulty reasoning tasks and performs excellently in the fields of coding and science.

Natural Language ProcessingTransformersEnglish

This is a distilled model based on the Qwen3 30B A3B model, trained on the Claude Sonnet 4.5 high-reasoning-difficulty dataset. This model is specifically optimized for complex reasoning tasks and performs excellently in the fields of coding and science, with strong logical reasoning ability.

Natural Language ProcessingTransformersEnglish

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

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

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

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

This is a model fine-tuned based on Mistral-Large-Instruct-2407, aiming to replicate the prose quality of the Claude 3 series models (especially Sonnet and Opus).

Natural Language ProcessingTransformersMultiple Languages

v2.5 KTO is a model focused on text generation, aiming to replicate the prose quality of the Claude 3 series models (especially Sonnet and Opus). It supports multiple languages including Chinese, English, French, etc.

Natural Language ProcessingSafetensorsMultiple Languages

magnum-v2-12b is the fourth model in the series, aiming to replicate the text quality of the Claude 3 series models (especially Sonnet and Opus). It is fine-tuned based on Mistral-Nemo-Base-2407 and has powerful text generation capabilities.

Natural Language ProcessingSafetensorsMultiple Languages

Llama 3.1 8B Instruct is a large language model trained on 9 million Claude Opus/Sonnet tokens, specializing in instruction understanding and multi-turn dialogue tasks.

Natural Language ProcessingTransformers

Mini Magnum is a streamlined version of magnum-72b-v1, aiming to replicate the text quality of the Claude 3 series (especially Sonnet and Opus). It is fine-tuned based on Mistral-Nemo-Base-2407, and a new general instruction dataset is added to improve coherence and alignment.

Natural Language ProcessingTransformersMultiple Languages