DGX Spark Cluster management interface
I have 4x dgx sparks connected to a microtik switch. Is there any point in connecting the 10gb ports for management? Or is it fine to…
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[NEW MODEL] SupraElegans-500K
*SupraLabs released a new experimental model!* SupraElegans-500K is a ~500,000-parameter causal language model built around a sparse, signed, recurrent neural graph. No Transformer, no attention mechanism,…
KLQ: Training-free measured rotation quantization. Beats all training-free rotation-based quantization methods on W4A4KV4-bits. Llama 3.2 1B KLQ-quantized beats SpinQuant and gets close to ReSpinQuant without GPTQ/LDLQ rounding.
First of all, I'm not a lab, this was a solo summer research project that finally culminated into the github repo and the writeup. The repo…
endless-frontier/BigBang-v1 – qwen 3.5 finetunes
table bench https://huggingface.co/bartowski/endless-frontier_BigBang-v1-GGUF I'm downloading this model only because Bartowski converted it to .gguf, so it might be interesting. Doubts : The headline number is basically…
The Gemma team will host a special event on August 20
Tweet by u/hackerllama Could be copium, but I would love to see Gemma 4.1 there with unified audio input for all model sizes perhaps even up…
[2606.05682] Beyond Output Matching: Preserving Internal Geometry in NVFP4 LLM Distillation
Demand for low-precision inference, including NVFP4-based approaches, has grown as large language models are increasingly deployed in latency and cost constrained production environments. Quantization-aware distillation (QAD)…
Anthropic and XAI have their own aliens, guys. Reminder, these are the both labs who want to save humanity.By keeping the models private.Продолжение следует.
submitted by /u/InternationalGap3698 [link] [comments]
A local-first CLI over your own notes: the model never sees a document id, so it can’t fabricate a citation (MIT)
Mine, MIT, free, nothing to sign up for. Any OpenAI-compatible endpoint including loopback; transcript below is a local 30B. The bit I couldn't get elsewhere: **the…
Speculative decoding in a tools call
paper : https://arxiv.org/html/2608.00814v1 source : https://x.com/i/status/2086505517640540587 submitted by /u/Illustrious-Swim9663 [link] [comments]
Open Model: Google Weather Next 2
I am not a meteorologist, but I just read a very interesting article: https://arstechnica.com/science/2026/08/deepminds-hurricane-model-bought-forecasters-an-extra-day/ In a paper published on Thursday in Nature, researchers show that the…