ClawHub Safety Indicators: A Coding Information to Finish-to-Finish Safety Sign Evaluation and Verdict Classification on the AI Abilities Dataset

ClawHub Safety Indicators: A Coding Information to Finish-to-Finish Safety Sign Evaluation and Verdict Classification on the AI Abilities Dataset

TEXT_COL = “skill_md_content” NUM_COLS = [“skillspector_score”, “static_finding_count”, “skillspector_issue_count”, “virustotal_malicious_count”] TARGET = “clawscan_verdict” def prep(df): out = df.copy() out[TEXT_COL] = out[TEXT_COL].fillna(“”).astype(str).str.slice(0, 6000) for c in NUM_COLS: out[c] = pd.to_numeric(out[c], errors=”coerce”) return out train_p, test_p = prep(train_df), prep(test_df) get_text = FunctionTransformer(lambda X: X[TEXT_COL].values, validate=False) text_pipe = Pipeline([ (“select”, get_text), (“tfidf”, TfidfVectorizer(max_features=20000, ngram_range=(1,2), min_df=3, sublinear_tf=True)), ]) num_pipe =…

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Former airline captain accused in ‘complicated fraud’ round unlicensed flying: Peel police

Former airline captain accused in ‘complicated fraud’ round unlicensed flying: Peel police

Descrease article font measurement Enhance article font measurement A former airline captain allegedly flew a whole bunch of flights with out the required licence, Peel Regional Police say. Investigators introduced Monday the pressure will reveal the outcomes of a probe dubbed “Undertaking Icarus” Tuesday morning that reportedly includes the person. Get breaking Nationwide information Get…

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‘Give peace a little bit extra probability’: PM Shehbaz requires restraint after Israel, Iran change assaults – Pakistan

‘Give peace a little bit extra probability’: PM Shehbaz requires restraint after Israel, Iran change assaults – Pakistan

Prime Minister Shehbaz Sharif on Monday urged all sides within the ongoing Center East battle to “train restraint and provides peace a little bit extra probability” after a brand new spherical of hostilities between Iran and Israel. “The latest surge in violence within the Center East is a stark reminder of the risks related to…

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Xiaomi MiMo and TileRT Push a 1-Trillion-Parameter Model Past 1000 Tokens Per Second on Commodity GPUs

Inference speed is becoming a competitive metric for large language models. Xiaomi’s MiMo team just released MiMo-V2.5-Pro-UltraSpeed, built in collaboration with the TileRT systems group. It decodes faster than 1000 tokens per second on a 1-trillion-parameter model. Xiaomi team describes this as a first at trillion-parameter scale. Demos show generation peaks near 1200 tokens per…

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