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Testing llama.cpp MTP support on Qwen3.6 - RTX 5090

Llama.cpp MTP Testing on Qwen3.6 with RTX 5090 Validating Multi-Turn Prompting (MTP) Support in llama.cpp using Qwen3.6 on RTX 5090 This technical experiment details the setup and methodology for testing the Multi-Turn P…

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G4-Meromero-31B-Uncensored-Heretic Is Out Now, a Finetune of Gemma 4 31B It Designed for Creative Tasks, With Kld of 0.0100 and 15/100 Refusals!

G4-Meromero-31B: A High-Performance, Uncensored Finetune of Gemma 4 31B for Creative Generation G4-Meromero-31B is a recently released, heavily finetuned derivative of the Gemma 4 31B base model. Engineered specifically …

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Got the cloud -> Local LLM code flow nailed. 10x token savings using qwen code CLI wrapper

Bridging the Gap: Achieving 10x Token Savings by Integrating Cloud and Local LLM Code Flows A novel proof-of-concept is introduced that leverages local LLMs (specifically Qwen models) with structured workflow management …

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Local Qwen 3.6 vs frontier models on a coding primitive: single-file HTML canvas driving animation - results and GIFs

Local Qwen 3.6 Performance Analysis body { font-family: Arial, sans-serif; line-height: 1.6; max-width: 900px; margin: 0 auto; } h1 { color: #2c3e50; border-bottom: 2px solid #3498db; padding-bottom: 10px; } h2 { color: …

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MTP support merged into llama.cpp

MTP Protocol Integration: Enhancing Local LLM Deployment Capabilities in llama.cpp A major functional update has been merged into the master branch of llama.cpp, incorporating support for the Media Transfer Protocol (MTP…

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OpenClaw Creator Spent $1.3M on OpenAI Tokens in 30 Days

Analysis of Generative AI Infrastructure Costs: OpenClaw Creator's Token Expenditure A recent report indicates that the creator of OpenClaw incurred a substantial expenditure of $1.3 million on OpenAI tokens within a 30-…

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