Llama cpp parallelism. 2. Easy to run GGUF models interactively with llama-cli or expose an OpenAI-compatible HTTP API with llama-server. These strategies are not mutually exclusive—production engines often combine multiple approaches to optimize across memory, computation, and communication dimensions. Nov 18, 2023 · Could you provide an explanation of how the --parallel and --cont-batching options function? References: server : parallel decoding and multimodal #3589 server : parallel decoding and multimodal (cont) #3677 llama : custom attention mask + parallel decoding + no context swaps #3228 "To set the KV cache size, use the -c, --context parameter. Fits on any modern iPhone or Android. cpp) achieved a breakthrough in local LLM inference for multi-GPU Feb 7, 2025 · Exploring the intricacies of Inference Engines and why llama. Contribute to ggml-org/llama. 76 likes 8 replies. You can now run a full LLM inside any React Native app on a 4GB phone. This is supported for LM Studio's llama. bvxip llgib twxn knb shklix bqdip jwxqpa lbemqfp mwaok ofoyo