VB.NET api wrapper for llm-inference chatllm.cpp
All credits go to original repo: https://github.com/foldl/chatllm.cpp and Llama 405b (https://cloud.sambanova.ai/) which made 99% of work. I only guided it with prompts.
You can compile exe with this command line: dotnet build ChatLLM.vbproj
Then launch executable like this: main.exe -m qwen2.5-1.5b.bin
Links for quantatized models:
QWen-2.5 1.5B - https://modelscope.cn/api/v1/models/judd2024/chatllm_quantized_qwen2.5/repo?Revision=master&FilePath=qwen2.5-1.5b.bin
Gemma-2 2B - https://modelscope.cn/api/v1/models/judd2024/chatllm_quantized_gemma2_2b/repo?Revision=master&FilePath=gemma2-2b.bin
If you need more quantatized models use this python model downloader: https://github.com/foldl/chatllm.cpp/blob/master/scripts/model_downloader.py
You can convert custom safetensors model to inner chatllm.cpp format by using this script: https://github.com/foldl/chatllm.cpp/blob/master/convert.py
Converting tutorial: https://github.com/foldl/chatllm.cpp?tab=readme-ov-file#quantize-model
List of supported llm architecture types suitable for conversion: https://github.com/foldl/chatllm.cpp/blob/master/docs/models.md