“I was surprised by how usable TQ1_0 turned out to be. In most chat or image‑analysis scenarios it actually feels better than the Qwen3‑VL 30 B model quantised to Q8.”

“I'm able to run huge models on my weak ass pc from 10 years ago relatively fast...that's fucking ridiculous and it blows my mind everytime that I'm able to run these models.”

“I am stunned at how intelligent it is for a 30b model.”

“These findings strongly support a human-in-the-loop (HITL) workflow in which the on-premise LLM serves as a collaborative tool, not a full replacement.”

“The article's content would include a quote detailing the specific data access permissions.”

“本記事のコードは、Temperature / Top-p / Top-k の挙動差を API なしで体感する最小実験です。”

“Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient.”

“Be innovative, forward-thinking, and think outside the box. Act as a collaborative thinking partner, not a generic digital assistant.”

“HyperNova 60B base architecture is gpt-oss-120b.”

“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“自分はプログラミングに加えてカメラ・写真が趣味で，Adobe Lightroomで写真の編集（現像）をしています．Lightroomでは以下のようなパネルがあり，写真のパラメータを変更することができます．”

“AdaGReS introduces a closed-form, instance-adaptive calibration of the relevance-redundancy trade-off parameter to eliminate manual tuning and adapt to candidate-pool statistics and budget limits.”

“The results indicate that both the global monopole charge and Lorentz-violating parameters significantly influence the photon sphere, lensing observables, and shadow morphology, potentially providing observational signatures for testing bumblebee gravity in the strong-field regime.”

“The paper derives closed-form Cram'er--Rao bounds (CRBs) for joint estimation of target position, velocity, and radar cross-section (RCS).”

“The paper introduces the phenomenon of role reversal in the Mpemba effect, wherein changes in the system parameters invert the relaxation ordering of a given pair of initial states.”

“The temperature dependence of the spontaneous magnetization of Ni2MnGa and other ferromagnets can be described in reduced coordinates by the superellipse equation using a single dimensionless parameter.”

“The paper finds combinations of charge and halo parameters that leave the deflection angle unchanged from the Schwarzschild case, thereby leading to a situation where an MHDM BH and a Schwarzschild BH become indistinguishable.”

“Even random movement of a fraction of users can significantly boost performance.”

“The paper establishes error bounds for the reconstructed solution and the source term without requiring classical source conditions, and derives an expected convergence rate for the source error in a weaker topology.”

“AutoFed consistently achieves superior performance across diverse scenarios.”

“Youtu-LLM sets a new state-of-the-art for sub-2B LLMs...demonstrating that lightweight models can possess strong intrinsic agentic capabilities.”

“MDBF enhances perplexity and zero-shot accuracy over previous binary formats at matched bits per weight while preserving the same deployment-friendly inference primitive.”

“N/A”

“An excess is observed with respect to the standard model expectation with a local significance of 2.4 standard deviations for a signal with an H$^\pm$ boson mass ($m_{\mathrm{H}^\pm}$) of 600 GeV.”

“Foundation Models trained on collider data can help improve the prediction of cosmological parameters and to predict halo and galaxy velocities in different datasets from CosmoBench.”

“The combined effect of the magnetic field and the TsT deformation singles out the special value k = -1/H. At this point, the perpendicular modes are restored.”

“DATAMASK achieves significant improvements of 3.2% on a 1.5B dense model and 1.9% on a 7B MoE model.”

“Discontinuities of the jet quenching parameter occur at a first-order phase transition, and their magnitude depends on the orientation.”

“A goodness-of-fit test for the Zeta distribution with unknown parameter.”

“HY-MT1.5-1.8B demonstrates remarkable parameter efficiency, comprehensively outperforming significantly larger open-source baselines and mainstream commercial APIs.”

“CPePC bases its caching decisions by predicting a parameter whose value is estimated using current cache occupancy and the popularity of the content into account.”

“The paper provides a complete characterization of the weight parameters that yield a finite group in two dimensions.”

“The paper derives least squares estimators for the drift, diffusion, and jump-diffusion coefficients and establishes their asymptotic rate of convergence.”

“The article likely contains details about the specific decay channel ($B_s^0 \to φγ$), the Tera Z factory, and the CP-violating parameters being investigated. It would also include information on the theoretical predictions and the experimental techniques used for the measurement.”

“The paper employs Bayesian model calibration (BMC) for probabilistic estimates of material parameters and conducts global sensitivity analysis to quantify the impact of uncertainties.”

“The paper claims an enhanced convergence rate of order $\mathcal{O}(h)$ in the $L^2$-Wasserstein distance, significantly improving the existing order-half convergence.”

“The paper provides explicit code parameters and properties as well as some additional bounds on parameters such as rank and distance.”

“The study observes finite-time effects close to the FOIPT, as well as evidence that a dynamic phase transition occurs. The location of this transition is measured very precisely and compared with previous results in the literature.”

“αs(MZ)=0.1183+0.0023−0.0020 at the 68% credibility level.”

“The likelihood can be expressed in terms of small subgraphs.”

“The paper estimates the current value of the Hubble parameter as $H_0 = 66.945 \pm 1.094$ using the latest datasets, which is compatible with observations.”

“The paper finds that as the modification parameter increases, neutron stars grow in both radius and mass, and a 'frozen state' emerges, forming a critical horizon.”

“Alpha-R1 reasons over factor logic and real-time news to evaluate alpha relevance under changing market conditions, selectively activating or deactivating factors based on contextual consistency.”

“The ERC loss enforces two constraints: (1) Each expert must exhibit higher activation for its own proxy token than for the proxy tokens of any other expert. (2) Each proxy token must elicit stronger activation from its corresponding expert than from any other expert.”

“The paper derives constraints on the coupling parameters using data from the LZ, XENON, and Borexino experiments, covering mediator mass from $10^{-6}$ to $1$ GeV.”

“The method achieves up to 99.6% safety rate--exceeding full fine-tuning by 7.4 percentage points and approaching RLHF-based methods--while updating only 0.19-0.24% of parameters.”

“The rotation parameter 'a' is more relevantly affecting the optical shadow radius (through a right shift), while the acoustic shadow retains its circular shape.”

“The paper demonstrates that the target density (rho) of parameters can be achieved in FL, under data and client participation heterogeneity, with minimal loss in statistical performance.”

“The paper introduces a novel 2D imaging luminance meter that replicates key optical parameters of the human eye.”

“Is there anything ~100B and a bit under that performs well?”