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Author and maintainer: https://github.com/katursis
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#c_lang #apache_kafka #c #c_plus_plus #consumer #high_performance #kafka #kafka_consumer #kafka_producer #librdkafka

librdkafka is a powerful library that helps you work with Apache Kafka using C or C++. It allows you to produce and consume messages very quickly, handling over 1 million messages per second for producers and 3 million messages per second for consumers. It supports advanced features like exactly-once semantics, compression, SSL, and SASL security. This library is reliable, high-performance, and easy to use, making it a great tool for developers who need to integrate Kafka into their applications. It also has detailed documentation and community support, making it easier to get started and resolve any issues.

https://github.com/confluentinc/librdkafka
#python #cli #consumer_gpu #dpo #fine_tuning #gguf #huggingface #llm #llmops #local_ai #local_llm #lora #low_vram #machine_learning #ollama #peft #python #pytorch #qlora #sft #transformers

Soup is a tool that helps you fine-tune and post-train large language models with one command, using one config file and little setup. It can work on a local GPU, even a 4 GB laptop GPU for an 8B model with layer streaming, so you can train without SSH or cloud hassle. This saves time, reduces setup pain, and makes model training easier to start and manage.

https://github.com/MakazhanAlpamys/Soup