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Code Execution in Qwen 3.6-35B-A3B Including Multimodal Inference, Control Inference, Tool Hitting, MoE Routing, RAG, and Session Persistence

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Code Execution in Qwen 3.6-35B-A3B Including Multimodal Inference, Control Inference, Tool Hitting, MoE Routing, RAG, and Session Persistence

class QwenChat: def __init__(self, model, processor, system=None, tools=None): self.model, self.processor = model, processor self.tokenizer = processor.tokenizer self.history: list[dict] = [] if system: self.history.append({“role”: “system”, “content”: system}) self.tools = tools def user(self, content): self.history.append({“role”:”user”,”content”:content}); return self def assistant(self, content, reasoning=””): m = {“role”:”assistant”,”content”:content} if reasoning: m[“reasoning_content”] = reasoning self.history.append(m); return self def tool_result(self, name, result): self.history.append({“role”:”tool”,”name”:name, … Read more

Blue Origin Rocket Grounded After ‘Mishap’ Destroys Customer Satellite

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Blue Origin Rocket Grounded After ‘Mishap’ Destroys Customer Satellite

Green Origin‘s New Glenn Mission 3 (NG-3) was supposed to mark another step forward in the company’s long-awaited entry into the commercial space launch market. Instead, the third heavy-lift rocket flight ended up with a partial failure and is, for now, fully grounded. The Federal Aviation Administration has suspended the new Glenn vehicle from future … Read more

Coding Implementation in Microsoft’s Phi-4-Mini Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning

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Coding Implementation in Microsoft’s Phi-4-Mini Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning

import subprocess, sys, os, shutil, glob def pip_install(args): subprocess.run([sys.executable, “-m”, “pip”, “install”, “-q”, *args], check=True) pip_install([“huggingface_hub>=0.26,<1.0”]) pip_install([ “-U”, “transformers>=4.49,<4.57”, “accelerate>=0.33.0”, “bitsandbytes>=0.43.0”, “peft>=0.11.0”, “datasets>=2.20.0,<3.0”, “sentence-transformers>=3.0.0,<4.0”, “faiss-cpu”, ]) for p in glob.glob(os.path.expanduser( “~/.cache/huggingface/modules/transformers_modules/microsoft/Phi-4*”)): shutil.rmtree(p, ignore_errors=True) for _m in list(sys.modules): if _m.startswith((“transformers”, “huggingface_hub”, “tokenizers”, “accelerate”, “peft”, “datasets”, “sentence_transformers”)): del sys.modules[_m] import json, re, textwrap, warnings, torch warnings.filterwarnings(“ignore”) from … Read more

BookCon 2026: All the book tech and gear we saw on the floor and in the hands of attendees.

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BookCon 2026: All the book tech and gear we saw on the floor and in the hands of attendees.

Content Content ContentRakuten KoboThe author’s watchDJI Osmo Pocket 3 and Mic MiniHandheld fansA folding stoolMacopro folding stroller BookCon 2026 is back for the first time in six years, and fans are coming back in droves, selling out the event quickly. We were at the event, covering panels and chatting with BookTok authors and creators. But … Read more

The leak shows how the Samsung Galaxy Z Fold 8 and the Apple iPhone Fold differ

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The leak shows how the Samsung Galaxy Z Fold 8 and the Apple iPhone Fold differ

Apple’s first foldable iPhone, unofficially called the iPhone Fold, is expected to debut in September. Now a new leak shows how the phone will differ from the upcoming Samsung Galaxy Z Fold 8 lineup. Apple is several years late in the foldable smartphone market, but don’t count Apple out based on speed. After all, the … Read more

Is ‘Marty Supreme’ streaming? How to watch Timothée Chalamet’s new movie at home.

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Is ‘Marty Supreme’ streaming? How to watch Timothée Chalamet’s new movie at home.

Content Content ContentWhat is Marty Supreme all about?Is Marty Supreme worth watching?How to watch Marty Supreme at homeThe best streaming deals for HBO Max It’s hard to escape Timothée Chalamet in a movie these days. First, he was Totalthen he won over Bob Dylan, and now he’s taking audiences into the world of 1950s table … Read more

Benq TK705STi Short-Throw Projector Review: A Neat Little Box for Small Rooms

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Benq TK705STi Short-Throw Projector Review: A Neat Little Box for Small Rooms

Benefits Compact design Short throw lens suitability Built-in streaming Evil Nothing bad, but nothing amazing either The BenQ TK705STi is a short-throw, Google TV-enabled projector, perfect for smaller rooms that can’t fit an older model. The overall picture quality is very good. The light is… good. It’s on par with similarly priced rivals, though not … Read more