[Image: Running Minimax 2.7 at 100k context on strix halo] Just wanted to share because it took me a lot of tweaking to get here: `llama-server -hf unsloth/MiniMax-M2.7-GGUF:UD-IQ3_XXS --temp 1.0 --top-k 40 --top-p 0.95 --host 0.0.0.0 --port 8080 -c 100000 -fa on -ngl 999...
Posted: 2026-05-10 04:21 GMT+8
Community: Community reaction (frontier/gpt-5.4-mini): Commenters mostly discuss and debate the performance tuning behind running MiniMax at 100k context, especially cache-ram, ubatch, and KV cache settings. Feedback is mixed: some validate the setup and offer optimizations, while others question the configuration and suggest alternative models like Qwen or Gemma for...
r/LocalLLaMA · /u/Zc5Gwu
Reply-thread sentiment- 2026-05-10 05:07 GMT+8 — post: skeptical; author: neutral; Questions the use of --cache-ram 0 and ubatch 1024, suggests different tuning values, and says they switched from Minimax to Gemma 4 31B.
- 2026-05-10 05:54 GMT+8 — post: concerned; author: neutral; Argues that cache-ram should help performance and asks for clarification about OOM behavior, while noting issues with ubatch 2048 and kv...
- 2026-05-10 12:01 GMT+8 — post: skeptical; author: neutral; Pushes back on the cache-ram explanation, saying disabling prompt caching will hurt agentic workflows and disputing the idea of an 80GB KV...
[Image: Exactly a year ago, I started working on an MCP server I launched on reddit that became by far my most active open source project!] This isn't an advertisement, and it's very much local and open - I already don't have enough time to keep up with the existing pull...
Posted: 2026-05-10 06:08 GMT+8
Community: Community reaction (frontier/gpt-5.4-mini): Commenters generally see the MCP server as useful and practical, especially for real workflows like Google services, email/calendar/todo, and Search Console. A few are skeptical of MCP as a broader trend or hype cycle, but the project itself gets praise as better than comparable alternatives. Direct comments about...
r/LocalLLaMA · /u/taylorwilsdon
Reply-thread sentiment- 2026-05-10 07:41 GMT+8 — post: positive; author: positive; Says the project is better than newer MCP support efforts and highlights its usefulness compared with limited enterprise/cloud alternatives.
- 2026-05-10 14:13 GMT+8 — post: critical; author: neutral; Argues MCP is becoming another dead hype-cycle component and suggests native tool calling is often the better choice.
- 2026-05-10 14:23 GMT+8 — post: positive; author: neutral; Pushes back on the pessimism, saying MCP is still essential in some workflows and useful where other approaches do not fit.
[Image: BeeLlama.cpp: advanced DFlash & TurboQuant with support of reasoning and vision. Qwen 3.6 27B Q5 with 200k context on 3090, 2-3x faster than baseline (peak 135 tps!)] TL;DR New llama.cpp fork!
Posted: 2026-05-10 00:05 GMT+8
Community: Community reaction (frontier/gpt-5.4-mini): Commenters think the benchmark/demo is promising and could help upstream adoption, but many focus on the fork history and llama.cpp’s anti-AI PR policy. The post content gets interest for its speed claims, while the surrounding process draws skepticism and criticism about maintainability and reviewer culture....
r/LocalLLaMA · /u/Anbeeld
Reply-thread sentiment- 2026-05-10 00:14 GMT+8 — post: mixed; author: neutral; Asks whether the work was rejected or delayed upstream, notes the long fork chain, and says the fast demo could help get it merged into...
- 2026-05-10 00:33 GMT+8 — post: concerned; author: positive; Thanks the author for making it happen, but argues the project took too long to land maintainably in llama.cpp and will likely need more...
- 2026-05-10 03:33 GMT+8 — post: critical; author: neutral; Criticizes llama.cpp’s anti-AI policy as overly controlling, contrasting it with more constructive maintainers in vLLM projects.