

Chatdlm
Overview :
ChatDLM is an innovative language model released by Qafind Labs. It deeply integrates block diffusion and Mixture-of-Experts (MoE) technology, achieving ultra-high inference speed and support for extremely large contexts on GPUs. This model not only represents a technological breakthrough but also provides powerful support for document-level generation and real-time dialogue, promising to play a significant role in programming, writing, and other fields. Currently, the specific pricing and market positioning of ChatDLM are not yet clear, but its technological advantages and potential application scenarios have attracted much attention.
Target Users :
ChatDLM is suitable for developers, researchers, and enterprise users who need efficient language processing capabilities. Its powerful reasoning speed and support for extremely large contexts enable it to handle complex document-level generation tasks and real-time dialogue scenarios. It is particularly suitable for programming assistance, intelligent customer service, content creation, and other fields requiring rapid response and high-precision processing.
Use Cases
In programming assistance, ChatDLM can quickly generate code snippets and provide real-time suggestions, helping developers improve development efficiency.
In intelligent customer service scenarios, ChatDLM can handle long-text conversations, quickly understand user needs, and provide accurate answers.
In the field of content creation, ChatDLM can generate high-quality text content and support the creation and editing of long documents.
Features
Using block diffusion technology, the input is divided into blocks, and through spatial diffusion and cross-block attention mechanisms, processing speed is significantly improved, achieving fast inference.
Introducing Mixture-of-Experts (MoE) technology, configuring 32 to 64 experts, selecting 2 experts for processing each time, flexibly adapting to different task requirements.
Supporting an extremely large context window of 131,072 tokens, combined with RoPE optimization and hierarchical caching technology, enhances the model's memory capacity and long-text processing capabilities.
Optimizing the inference process through dynamic early stopping, BF16 mixed precision, and ZeRO sharding, achieving efficient scaling of multiple GPUs and improving model throughput.
Showing excellent performance in performance tests, achieving a throughput of 2,800 tokens/s with a context length of 131,072 tokens and an average number of iterations between 12 and 25.
How to Use
Access the ChatDLM experience website to register and log in to the platform.
Select the required language model function on the platform, such as document generation or real-time dialogue.
Enter the relevant instructions or text content according to the prompt; the model will automatically process and generate the results.
View the generated results and adjust or further operate as needed.
If necessary, contact Qafind Labs for technical support or deployment cooperation.
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