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The Evolution of Chinese Large Language Models (LLMs)
Yi
The Yi model family offers multidimensional capabilities with 34B and 6B parameter versions, performing well on benchmarks such as MMLU. Vision-language models combine semantic language spaces with visual representations using creative data engineering and scalable supercomputer infrastructure.
QWEN
QWEN is a comprehensive collection of language models, performing exceptionally well in a variety of downstream tasks. The use of Reinforcement Learning from Human Feedback (RLHF) in the chat models makes them stand out.
DeepSeek-V2
DeepSeek-V2 is a mixture-of-experts (MoE) model that balances potent performance and cost-effective operation. The model achieves notable increases in efficiency, cutting training costs by 42.5% and increasing throughput.
WizardLM
WizardLM uses LLMs to overcome the difficulty of creating high-complexity instruction data. When fine-tuned using AI-generated data, WizardLM performs better than human-created instructions in assessments conducted by humans.
GLM-130B
With 130 billion parameters, the multilingual GLM-130B model competes with the GPT-3 (Davinci) model in terms of performance. It is a highly effective option for large-scale model deployment.
CogVLM
CogVLM is a sophisticated visual language model that achieves state-of-the-art performance across several cross-modal benchmarks. The model supports a variety of applications, including visual grounding and image captioning.
Baichuan-7B
Baichuan-7B models optimize for on-device deployment and reach state-of-the-art performance on Chinese and English benchmarks.
InternLM
InternLM excels in Chinese, English, and coding problems, producing responses consistent with morality and human values, making it a strong option for intricate exchanges.
Skywork-13B
Skywork-13B performs well on general-purpose and domain-specific tasks, addressing data contamination concerns and presenting a unique leakage detection technique.
ChatTTS
ChatTTS is a generative text-to-speech model with support for both Chinese and English dialogue scenarios, providing extremely accurate and natural-sounding speech output.
Hunyuan-DiT
Hunyuan-DiT is a text-to-image diffusion transformer that performs exceptionally well in terms of fine-grained comprehension of Chinese and English.
ERNIE 3.0
ERNIE 3.0 addresses the limitations of conventional pre-trained models and performs well in tasks involving both natural language creation and processing.
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