{"id":200,"date":"2026-11-01T11:58:36","date_gmt":"2026-11-01T07:58:36","guid":{"rendered":"https:\/\/demensdeum.com\/blog\/2026\/11\/01\/ollama-jev-decision-models\/"},"modified":"2026-11-01T11:58:36","modified_gmt":"2026-11-01T07:58:36","slug":"ollama-jev-decision-models","status":"publish","type":"post","link":"https:\/\/demensdeum.com\/blog\/hi\/2026\/11\/01\/ollama-jev-decision-models\/","title":{"rendered":"\u0913\u0932\u093e\u092e\u093e \u092e\u0947\u0902 \u091c\u0947\u0908\u0935\u0940 \u0938\u092e\u093e\u0927\u093e\u0928 \u092e\u0949\u0921\u0932: \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0909\u092a\u092f\u094b\u0917 \/v1\/systemone"},"content":{"rendered":"<p>\u0938\u0902\u0938\u094d\u0915\u0930\u0923 0.35 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b\u0915\u0930, \u0913\u0932\u093e\u092e\u093e \u091f\u093e\u0907\u092a\u0938\u0947\u092b \u0938\u0947 \u091c\u0947\u0908\u0935\u0940 \u090f\u092a\u0940\u0906\u0908 \u092a\u0930 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\u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u092d\u093f\u0928\u094d\u0928 \u0939\u0948\u0902<\/h2>\n<p>\u090f\u0915 \u0928\u093f\u092f\u092e\u093f\u0924 \u090f\u0932\u090f\u0932\u090f\u092e \u090f\u0915 \u0938\u0902\u0915\u0947\u0924 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u091f\u094b\u0915\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u091f\u094b\u0915\u0928 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0902 \u0924\u0915 \u200b\u200b\u0915\u093f \u0905\u0917\u0930 \u0906\u092a \u0909\u0938\u0938\u0947 \u090f\u0915 \u0936\u092c\u094d\u0926 \u092e\u0947\u0902 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u092c \u092d\u0940 \u092a\u0940\u0922\u093c\u0940 \u0905\u0902\u0926\u0930 \u0939\u094b\u0924\u0940 \u0939\u0948, \u0914\u0930 \u0909\u0924\u094d\u0924\u0930 \u0915\u0947 \u092a\u094d\u0930\u093e\u0930\u0942\u092a \u0915\u094b \u090f\u0915 \u0906\u0930\u0947\u0916, \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0914\u0930 \u0909\u0938\u0915\u0947 \u092c\u093e\u0926 \u0915\u0947 \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964 \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0905\u0932\u0917 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948: \u0906\u092a \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0938\u094d\u0925\u093f\u0924\u093f \u0914\u0930 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u092a\u093e\u0938 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092e\u0949\u0921\u0932 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\u091f\u0941\u0917\u0947\u0926\u0930 \u090f\u0906\u0908 \u0938\u0947 4 \u092c\u093f\u0932\u093f\u092f\u0928 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u0939\u0948\u0902\u0964<\/li>\n<li><b>tev1:0.8b<\/b> \u091f\u0941\u0917\u0947\u0926\u0930 AI \u0915\u0947 0.8 \u092c\u093f\u0932\u093f\u092f\u0928 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u0935\u093e\u0932\u093e \u090f\u0915 \u092a\u094d\u0930\u093e\u092f\u094b\u0917\u093f\u0915 \u092e\u0949\u0921\u0932 \u0939\u0948\u0964 \u0938\u092c\u0938\u0947 \u0924\u0947\u091c\u093c \u0914\u0930 \u0906\u0938\u093e\u0928.<\/li>\n<\/ul>\n<p>\u0935\u0947 \u0938\u092d\u0940 \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u092d\u0941\u0917\u0924\u093e\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0915\u093f\u0938\u0940 \u092c\u093e\u0939\u0930\u0940 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class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>ollama pull tev1:0.8b\n<\/code><\/pre>\n<\/div>\n<p>Tev1 \u0915\u0947 \u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>ollama pull tev1\n<\/code><\/pre>\n<\/div>\n<p>\u092b\u0941\u0930\u094d\u0924\u0940\u0932\u093e \u0915\u0947 \u0932\u093f\u090f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>ollama pull nimble\n<\/code><\/pre>\n<\/div>\n<p>\u092b\u0941\u0930\u094d\u0924\u0940\u0932\u093e \u092e\u0949\u0921\u0932 \u0932\u0917\u092d\u0917 9.5 \u091c\u0940\u092c\u0940 \u0921\u093f\u0938\u094d\u0915 \u0938\u094d\u0925\u093e\u0928 \u0932\u0947\u0924\u093e \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0915\u0941\u091b \u0938\u094d\u0925\u093e\u0928 \u0916\u093e\u0932\u0940 \u0915\u0930\u0928\u093e \u090f\u0915 \u0905\u091a\u094d\u091b\u093e \u0935\u093f\u091a\u093e\u0930 \u0939\u0948\u0964 Tev1:0.8b \u090f\u0915 \u0917\u0940\u0917\u093e\u092c\u093e\u0907\u091f \u0938\u0947 \u092d\u0940 \u0915\u092e \u0938\u092e\u092f \u0932\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0915\u0930\u094d\u0932 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092a\u0939\u0932\u093e \u0905\u0928\u0941\u0930\u094b\u0927<\/h2>\n<p>\u0938\u092c\u0938\u0947 \u0938\u0930\u0932 \u0909\u0926\u093e\u0939\u0930\u0923 \u092f\u0939 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u0948 \u0915\u093f \u0915\u094b\u0908 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0928\u094c\u0915\u0930\u0940 \u0915\u093e \u0935\u093f\u091c\u094d\u091e\u093e\u092a\u0928 \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>curl http:\/\/localhost:11434\/v1\/systemone -d '{\n  \"model\": \"tev1:0.8b\",\n  \"state\": {\n    \"message\": \"Senior Swift developer, Berlin, remote friendly\"\n  },\n  \"questions\": {\n    \"isJob\": {\n      \"type\": \"noul\",\n      \"instructions\": \"Does the message advertise a job posting that someone can apply to?\"\n    }\n  }\n}'\n<\/code><\/pre>\n<\/div>\n<p>\u0909\u0924\u094d\u0924\u0930 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0926\u093f\u0916\u0924\u093e \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>{\n  \"model\": \"tev1:0.8b\",\n  \"answers\": {\n    \"isJob\": {\n      \"type\": \"noul\",\n      \"noul\": 0.921\n    }\n  },\n  \"usage\": {\n    \"input_tokens\": 42,\n    \"output_tokens\": 0\n  }\n}\n<\/code><\/pre>\n<\/div>\n<p>\u0928\u0949\u0932 \u092b\u093c\u0940\u0932\u094d\u0921 0 \u0938\u0947 1 \u0924\u0915 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0939\u0948\u0964 \u0928\u093f\u0930\u094d\u0923\u092f \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 0.5 \u0915\u0940 \u0938\u0940\u092e\u093e \u0915\u0947 \u0938\u093e\u0925 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0915\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, JSON \u092a\u094d\u0930\u093e\u0930\u0942\u092a \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u093e\u0902\u0917\u0928\u0947 \u0914\u0930 \u092b\u093f\u0930 \u091c\u093e\u0902\u091a\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u0948 \u0915\u093f \u092e\u0949\u0921\u0932 \u0928\u0947 \u0907\u0938\u0947 \u0924\u094b\u0921\u093c\u093e \u0928\u0939\u0940\u0902 \u0939\u0948\u0964<\/p>\n<h2>\u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n<p>\u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0924\u0940\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p><b>noul<\/b> \u090f\u0915 \u0926\u094d\u0935\u093f\u0906\u0927\u093e\u0930\u0940 \u092a\u094d\u0930\u0936\u094d\u0928 \u0939\u0948\u0964 \u0915\u093f\u0938\u0940 \u0915\u0925\u0928 \u0915\u0947 \u0938\u0924\u094d\u092f \u0939\u094b\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u093e\u092f\u093f\u0915\u0924\u093e \u0932\u094c\u091f\u093e\u0924\u093e \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>{\n  \"questions\": {\n    \"refund\": {\n      \"type\": \"noul\",\n      \"instructions\": \"Does the customer explicitly ask for a refund?\"\n    }\n  }\n}\n<\/code><\/pre>\n<\/div>\n<p><b>\u0935\u093f\u0915\u0932\u094d\u092a<\/b> &#8211; \u0926\u093f\u090f \u0917\u090f \u0938\u0947\u091f \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0935\u093f\u0915\u0932\u094d\u092a \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u093e\u0964 \u091a\u092f\u0928\u093f\u0924 \u0935\u093f\u0915\u0932\u094d\u092a, \u0938\u092d\u0940 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u0914\u0930 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0932\u094c\u091f\u093e\u0924\u093e \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>{\n  \"questions\": {\n    \"team\": {\n      \"type\": \"choice\",\n      \"instructions\": \"Which team should handle this ticket?\",\n      \"criteria\": {\n        \"billing\": \"Payments and refunds\",\n        \"technical\": \"Bugs and integrations\",\n        \"other\": \"None of the above\"\n      }\n    }\n  }\n}\n<\/code><\/pre>\n<\/div>\n<p><b>\u0938\u094d\u0915\u094b\u0930<\/b> &#8211; \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0930\u0947\u091f\u093f\u0902\u0917\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0938\u094d\u0915\u0947\u0932 \u092c\u093f\u0902\u0926\u0941 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0916\u094d\u092f\u093e, \u0915\u093f\u0902\u0935\u0926\u0902\u0924\u0940 \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902 \u0932\u094c\u091f\u093e\u0924\u093e \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>{\n  \"questions\": {\n    \"urgency\": {\n      \"type\": \"score\",\n      \"instructions\": \"How urgent is this ticket?\",\n      \"criteria\": [\"Routine\", \"Soon\", \"Urgent\"]\n    }\n  }\n}\n<\/code><\/pre>\n<\/div>\n<p>\u090f\u0915 \u0905\u0928\u0941\u0930\u094b\u0927 \u092e\u0947\u0902 \u090f\u0915 \u0938\u093e\u0925 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0915\u0908 \u092a\u094d\u0930\u0936\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u0940 \u0935\u0939 \u0939\u0948 \u091c\u094b \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u094b \u091f\u094d\u0930\u093e\u0907\u090f\u091c \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0924\u093e \u0939\u0948: \u090f\u0915 \u0911\u092a\u0930\u0947\u0936\u0928, \u090f\u0915 \u0930\u093e\u091c\u094d\u092f, \u0915\u0908 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u0923\u092f\u0964<\/p>\n<h2>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f\u094b\u0902 \u0915\u0947 \u092c\u093f\u0928\u093e \u092a\u093e\u092f\u0925\u0928<\/h2>\n<p>\u0905\u0928\u0941\u0930\u094b\u0927\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u092e\u093e\u0928\u0915 urllib \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u0948; \u090f\u0915 \u0905\u0932\u0917 SDK \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>import json\nfrom urllib.request import Request, urlopen\n\nOLLAMA_DECISION_URL = \"http:\/\/localhost:11434\/v1\/systemone\"\n\ndef ask_decision(state, questions, model=\"tev1:0.8b\"):\n    payload = {\n        \"model\": model,\n        \"state\": state,\n        \"questions\": questions,\n    }\n    request = Request(\n        OLLAMA_DECISION_URL,\n        data=json.dumps(payload).encode(),\n        headers={\"Content-Type\": \"application\/json\"},\n        method=\"POST\",\n    )\n    with urlopen(request, timeout=3600) as response:\n        return json.loads(response.read().decode())[\"answers\"]\n<\/code><\/pre>\n<\/div>\n<p>\u0909\u092a\u092f\u094b\u0917:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>answers = ask_decision(\n    {\"message\": \"Senior Swift developer, Berlin, remote friendly\"},\n    {\n        \"isJob\": {\n            \"type\": \"noul\",\n            \"instructions\": \"Does the message advertise a job posting that someone can apply to?\"\n        }\n    },\n)\n\nprobability = answers[\"isJob\"][\"noul\"]\nis_job = probability >= 0.5\n<\/code><\/pre>\n<\/div>\n<p>\u092f\u0926\u093f \u0906\u092a\u0915\u094b \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u092a\u093e\u092f\u0925\u0928 \u090f\u0938\u0921\u0940\u0915\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948, \u0924\u094b \u0907\u0938\u0947 \u091f\u093e\u0907\u092a\u0938\u0947\u092b\u093c-\u090f\u0938\u0921\u0940\u0915\u0947 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0932\u094b\u0915\u0932\u0939\u094b\u0938\u094d\u091f \u0915\u0947 \u0932\u093f\u090f, \u0907\u0938\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u091a\u0930 TYPESAFE_BASE_URL, TYPESAFE_API_KEY \u0914\u0930 TYPESAFE_DEFAULT_MODEL \u0915\u0947 \u0938\u093e\u0925 \u0913\u0932\u093e\u092e\u093e \u0915\u094b \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0932\u0947\u0915\u093f\u0928 \u0938\u0930\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u0938\u0940\u0927\u093e HTTP \u0905\u0928\u0941\u0930\u094b\u0927 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u0948\u0964<\/p>\n<h2>\u0915\u0948\u0938\u0947 \u0938\u092e\u091d\u0947\u0902 \u0915\u093f \u090f\u0915 \u092e\u0949\u0921\u0932 \u0928\u093f\u0930\u094d\u0923\u092f \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/h2>\n<p>\u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \/api\/generate \u092f\u093e \/api\/chat \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0928\u0939\u0940\u0902 \u0926\u0947 \u0938\u0915\u0924\u0947\u0964 \u092f\u0926\u093f \u0906\u092a \u0910\u0938\u093e \u0905\u0928\u0941\u0930\u094b\u0927 \u092d\u0947\u091c\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0913\u0932\u093e\u092e\u093e \u0907\u0938 \u092a\u093e\u0920 \u0915\u0947 \u0938\u093e\u0925 400 \u0924\u094d\u0930\u0941\u091f\u093f \u0932\u094c\u091f\u093e\u090f\u0917\u093e:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>\"tev1:0.8b\" does not support generate\n<\/code><\/pre>\n<\/div>\n<p>\u092f\u0939 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u092f\u0926\u093f \u0906\u092a\u0915\u0947 \u092a\u093e\u0938 \u092a\u0939\u0932\u0947 \u0938\u0947 \u0939\u0940 \u0915\u094b\u0921 \u0939\u0948 \u091c\u094b \/api\/generate \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0928\u093f\u092f\u092e\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948: \u092f\u0926\u093f \u0906\u092a \u092e\u0949\u0921\u0932 \u0915\u094b \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u092c\u0926\u0932\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u0915\u093e\u092e \u0915\u0930\u0928\u093e \u092c\u0902\u0926 \u0915\u0930 \u0926\u0947\u0917\u093e\u0964 \/api\/show \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u0939\u0932\u0947 \u0938\u0947 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0909\u091a\u093f\u0924 \u0915\u0949\u0932\u093f\u0902\u0917 \u0935\u093f\u0927\u093f \u091a\u0941\u0928\u0928\u093e \u092c\u0947\u0939\u0924\u0930 \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>import json\nfrom urllib.request import Request, urlopen\n\nOLLAMA_SHOW_URL = \"http:\/\/localhost:11434\/api\/show\"\n\ndef supports_decision(model):\n    request = Request(\n        OLLAMA_SHOW_URL,\n        data=json.dumps({\"model\": model}).encode(),\n        headers={\"Content-Type\": \"application\/json\"},\n        method=\"POST\",\n    )\n    try:\n        with urlopen(request, timeout=30) as response:\n            capabilities = json.loads(response.read().decode()).get(\"capabilities\", [])\n    except (OSError, TypeError, ValueError):\n        return False\n    return \"decision\" in capabilities\n<\/code><\/pre>\n<\/div>\n<p>\u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u0947\u0935\u0932 \u0928\u093f\u0930\u094d\u0923\u092f \u0939\u094b\u0917\u093e\u0964 \u0928\u093f\u092f\u092e\u093f\u0924 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u092a\u0942\u0930\u094d\u0923\u0924\u093e, \u0909\u092a\u0915\u0930\u0923 \u092f\u093e \u0905\u0928\u094d\u092f \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0902 \u0939\u094b\u0902\u0917\u0940\u0964 \u092f\u0926\u093f \u0913\u0932\u093e\u092e\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0928\u0939\u0940\u0902 \u0939\u0948, \u0924\u094b \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092e\u093e\u0928\u0928\u093e \u200b\u200b\u0914\u0930 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092a\u0925 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0909\u091a\u093f\u0924 \u0939\u0948\u0964<\/p>\n<h2>\u092e\u094c\u091c\u0942\u0926\u093e \u0915\u094b\u0921 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u090f\u092e\u094d\u092c\u0947\u0921 \u0915\u0930\u0947\u0902<\/h2>\n<p>\u0938\u092c\u0938\u0947 \u0906\u0938\u093e\u0928 \u0924\u0930\u0940\u0915\u093e \u0915\u094d\u0932\u093e\u0938\u093f\u092b\u093e\u092f\u0930\u093f\u092f\u0930 \u0915\u094b \u092b\u093f\u0930 \u0938\u0947 \u0932\u093f\u0916\u0928\u093e \u0928\u0939\u0940\u0902 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0907\u0938\u0947 \u0926\u094b \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u0948\u0964 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u0930\u0923\u0928\u0940\u0924\u093f \u092a\u0939\u0932\u0947 \u0915\u0940 \u0924\u0930\u0939 \u0915\u093e\u092e \u0915\u0930\u0924\u0940 \u0939\u0948: \u092f\u0939 \u092a\u094d\u0930\u0949\u092e\u094d\u092a\u094d\u091f \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948, \u0907\u0938\u0947 \/api\/generate \u092a\u0930 \u092d\u0947\u091c\u0924\u0940 \u0939\u0948 \u0914\u0930 JSON \u0915\u094b \u092a\u093e\u0930\u094d\u0938 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0928\u093f\u0930\u094d\u0923\u092f \u0930\u0923\u0928\u0940\u0924\u093f \u0930\u093e\u091c\u094d\u092f \u0914\u0930 \u091f\u093e\u0907\u092a \u0915\u093f\u090f \u0917\u090f \u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u094b \/v1\/systemone \u092a\u0930 \u092d\u0947\u091c\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0938\u0940\u092e\u093e \u0938\u0947 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/p>\n<p>\u0915\u094d\u0932\u093e\u0938\u093f\u092b\u093e\u092f\u0930\u093f\u092f\u0930 \u092c\u0928\u093e\u0924\u0947 \u0938\u092e\u092f \u0930\u0923\u0928\u0940\u0924\u093f \u0915\u093e \u091a\u0941\u0928\u093e\u0935 \u090f\u0915 \u0939\u0940 \u0938\u094d\u0925\u093e\u0928 \u092a\u0930 \u0939\u094b\u0924\u093e \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>def create_classifier(model):\n    if supports_decision(model):\n        return DecisionClassifier(model)\n    return GenerativeClassifier(model)\n<\/code><\/pre>\n<\/div>\n<p>\u0907\u0938 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0915\u0947 \u0915\u0908 \u092b\u093e\u092f\u0926\u0947 \u0939\u0948\u0902. \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u0905\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u091a\u0932\u0924\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u094b \u090f\u0915 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u091a\u0930 \u0915\u094b \u092c\u0926\u0932\u0915\u0930 \u0938\u0915\u094d\u0937\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0914\u0930 \u0926\u094b\u0928\u094b\u0902 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0915\u093e \u092a\u0942\u0930\u093e \u0905\u0902\u0924\u0930 \u0926\u094b \u091b\u094b\u091f\u0947 \u0935\u0930\u094d\u0917\u094b\u0902 \u092e\u0947\u0902 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948, \u0914\u0930 \u092a\u0942\u0930\u0947 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u092e\u0947\u0902 \u092b\u0948\u0932\u093e \u0939\u0941\u0906 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964<\/p>\n<p>\u0926\u094d\u0935\u093f\u0906\u0927\u093e\u0930\u0940 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0928\u093f\u0930\u094d\u0923\u092f \u0930\u0923\u0928\u0940\u0924\u093f \u0915\u0941\u091b \u0907\u0938 \u0924\u0930\u0939 \u0926\u093f\u0916\u0924\u0940 \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>async def classify(text):\n    answers = await ask_decision(\n        {\"message\": text},\n        {\n            \"isJob\": {\n                \"type\": \"noul\",\n                \"instructions\": instructions,\n            }\n        },\n        model,\n    )\n    probability = answers[\"isJob\"][\"noul\"]\n    return probability >= 0.5, probability\n<\/code><\/pre>\n<\/div>\n<p>\u0915\u0943\u092a\u092f\u093e \u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u094b\u0908 \u0938\u094d\u092a\u0937\u094d\u091f\u0940\u0915\u0930\u0923 \u0928\u0939\u0940\u0902 \u0932\u094c\u091f\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0926\u093f \u0906\u092a\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u094b\u0908 \u0915\u093e\u0930\u0923 \u092b\u093c\u0940\u0932\u094d\u0921 \u0939\u0948, \u0924\u094b \u0906\u092a \u0907\u0938\u0947 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0938\u0947 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902: \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0915\u094b \u0938\u094d\u0935\u092f\u0902 \u092f\u093e &#8220;\u092e\u0949\u0921\u0932 \u0928\u0947 \u0930\u093f\u0915\u094d\u0924\u093f \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u0902\u0926\u0947\u0936 \u0915\u094b 0.935 \u092a\u0930 \u0930\u0947\u091f \u0915\u093f\u092f\u093e \u0939\u0948&#8221; \u091c\u0948\u0938\u0940 \u0938\u094d\u091f\u094d\u0930\u093f\u0902\u0917 \u0915\u094b \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u0909\u0938 \u0915\u093e\u0930\u0923 \u0915\u093e \u0906\u0935\u093f\u0937\u094d\u0915\u093e\u0930 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0908\u092e\u093e\u0928\u0926\u093e\u0930 \u0939\u0948 \u091c\u094b \u092e\u0949\u0921\u0932 \u0928\u0947 \u0928\u0939\u0940\u0902 \u0926\u093f\u092f\u093e\u0964<\/p>\n<h2>\u0928\u093f\u0930\u094d\u0926\u0947\u0936 \u090f\u0915 \u092a\u094d\u0930\u0936\u094d\u0928 \u0939\u094b\u0928\u093e \u091a\u093e\u0939\u093f\u090f<\/h2>\n<p>\u092f\u0939 \u0938\u092c\u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u0939\u0948. \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 &#8220;\u0906\u092a \u0938\u0902\u0926\u0947\u0936\u094b\u0902 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0938\u0939\u0940 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902&#8230;, \u0905\u0928\u094d\u092f\u0925\u093e \u0917\u0932\u0924&#8221; \u0915\u0940 \u0936\u0948\u0932\u0940 \u092e\u0947\u0902 \u0932\u0902\u092c\u0947 \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0915\u094b \u0928\u0939\u0940\u0902 \u0938\u092e\u091d\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u090f\u0915 \u091b\u094b\u091f\u093e, \u0938\u0940\u0927\u093e \u092a\u094d\u0930\u0936\u094d\u0928 \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p>\u0930\u093f\u0915\u094d\u0924\u093f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0909\u0938\u0940 \u0938\u0902\u0926\u0947\u0936 \u092a\u0930, \u092e\u0941\u091d\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u0941\u0908\u0902:<\/p>\n<ul>\n<li>\u0938\u0940\u0927\u093e \u092a\u094d\u0930\u0936\u094d\u0928 &#8220;\u0915\u094d\u092f\u093e \u092f\u0939 \u0938\u0902\u0926\u0947\u0936 \u0928\u094c\u0915\u0930\u0940 \u092a\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u0939\u0948?&#8221; \u2014 0.921.<\/li>\n<li>\u0930\u093f\u0915\u094d\u0924 \u0915\u093f\u0938\u0947 \u092e\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0907\u0938\u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u0902\u092c\u0947 \u0928\u093f\u0930\u094d\u0926\u0947\u0936 &#8211; 0.026\u0964<\/li>\n<li>\u0905\u0902\u0924 \u092e\u0947\u0902 \u090f\u0915 \u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0932\u0902\u092c\u0947 \u0928\u093f\u0930\u094d\u0926\u0947\u0936 &#8211; 0.391.<\/li>\n<\/ul>\n<p>\u0905\u0902\u0924\u0930 \u0932\u0917\u092d\u0917 \u0924\u0940\u0938 \u0917\u0941\u0928\u093e \u0939\u0948. \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0917\u0932\u0924\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948, \u091c\u092c \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u0948\u0930\u093e\u0917\u094d\u0930\u093e\u092b \u0915\u0947 \u0905\u0902\u0926\u0930 \u091b\u093f\u092a\u093e \u0939\u094b\u0924\u093e \u0939\u0948 \u0924\u094b \u0909\u0938\u0947 \u092f\u0939 \u0938\u092e\u091d \u092e\u0947\u0902 \u0928\u0939\u0940\u0902 \u0906\u0924\u093e \u0915\u093f \u0935\u0947 \u0909\u0938\u0938\u0947 \u0915\u094d\u092f\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0932\u093f\u090f, \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917-\u0905\u0932\u0917 \u091b\u094b\u091f\u0947 \u0928\u093f\u0930\u094d\u0926\u0947\u0936 \u0930\u0916\u0928\u093e \u0914\u0930 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u0932\u0902\u092c\u0947 \u0938\u0902\u0915\u0947\u0924 \u091b\u094b\u0921\u093c\u0928\u093e \u0909\u091a\u093f\u0924 \u0939\u0948\u0964<\/p>\n<p>\u090f\u0915 \u0905\u0932\u0917 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u091a\u0930 \u092c\u0928\u093e\u0928\u093e \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u0939\u0948:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>OLLAMA_JOB_CLASSIFIER_DECISION_INSTRUCTIONS=Does the message advertise a job posting that someone can apply to?\n<\/code><\/pre>\n<\/div>\n<p>\u0914\u0930 \u0915\u0947\u0935\u0932 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092a\u0925 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u092e\u093f\u0924 \u092a\u094d\u0930\u0949\u092e\u094d\u092a\u094d\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964<\/p>\n<h2>\u0938\u0940\u092e\u093e \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902<\/h2>\n<p>0.5 \u0915\u0940 \u0938\u0940\u092e\u093e \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u092e\u093e\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u0947 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u093e \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u091d\u0942\u0920\u0940 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u0914\u0930 \u091d\u0942\u0920\u0940 \u0928\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0940 \u0932\u093e\u0917\u0924 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0938\u0902\u092f\u092e \u0915\u0947 \u0932\u093f\u090f, \u0938\u0940\u092e\u093e \u092c\u0922\u093c\u093e\u0928\u093e \u0905\u0927\u093f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0939\u0948; \u0930\u093f\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u0916\u094b\u091c \u0915\u0947 \u0932\u093f\u090f, \u0907\u0938\u0947 \u0915\u092e \u0915\u0930\u0928\u093e \u0905\u0927\u093f\u0915 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\u0925\u093e \u092f\u093e \u0938\u0940\u092e\u093e \u092a\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0925\u093e\u0964 \u092a\u0938\u0902\u0926 \u0915\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0914\u0930 \u0906\u0924\u094d\u092e\u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0915\u094b \u0938\u0939\u0947\u091c\u0928\u093e \u0909\u091a\u093f\u0924 \u0939\u0948: \u0935\u0947 \u0926\u093f\u0916\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0915\u093f\u0924\u0928\u093e \u0909\u0924\u093e\u0930-\u091a\u0922\u093c\u093e\u0935 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0914\u0930 \u0938\u094d\u092e\u0943\u0924\u093f<\/h2>\n<p>\u0917\u0924\u093f \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092e\u0949\u0921\u0932 \u0914\u0930 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0915\u0947 \u0906\u0915\u093e\u0930 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u092e\u0947\u0930\u0947 \u092a\u0930\u0940\u0915\u094d\u0937\u0923\u094b\u0902 \u092e\u0947\u0902 \u0938\u0940\u092a\u0940\u092f\u0942 \u092a\u0930 \u092e\u0941\u091d\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0928\u0902\u092c\u0930 \u092e\u093f\u0932\u0947:<\/p>\n<ul>\n<li><b>tev1:0.8b<\/b> &#8211; \u0939\u0932 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0947\u0915\u0902\u0921 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0947\u0902, \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u092e\u0947\u092e\u094b\u0930\u0940 \u092e\u0947\u0902 \u092b\u093f\u091f \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><b>tev1<\/b> &#8211; 4\u092c\u0940, \u0915\u093e\u092b\u093c\u0940 \u0927\u0940\u092e\u093e, \u0932\u0947\u0915\u093f\u0928 \u092b\u093f\u0930 \u092d\u0940 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924\u0964<\/li>\n<li><b>\u092b\u0941\u0930\u094d\u0924\u0940\u0932\u093e<\/b> &#8211; Q8_0 \u092e\u0947\u0902 9\u092c\u0940, \u0932\u0917\u092d\u0917 10 \u091c\u0940\u092c\u0940 \u092e\u0947\u092e\u094b\u0930\u0940\u0964 \u092e\u0949\u0921\u0932 \u0915\u094b \u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0938\u0939\u093f\u0924 \u092a\u0939\u0932\u0947 \u0905\u0928\u0941\u0930\u094b\u0927 \u092e\u0947\u0902 \u0932\u0917\u092d\u0917 137 \u0938\u0947\u0915\u0902\u0921 \u0915\u093e \u0938\u092e\u092f \u0932\u0917\u093e, \u092c\u093e\u0926 \u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u0938\u0940\u092a\u0940\u092f\u0942 \u092a\u0930 12 \u0938\u0947 32 \u0938\u0947\u0915\u0902\u0921 \u0915\u093e \u0938\u092e\u092f \u0932\u0917\u093e\u0964<\/li>\n<\/ul>\n<p>\u0928\u093f\u0902\u092c\u0932\u0947 \u0915\u094b \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u0930\u0948\u092e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 16 \u091c\u0940\u092c\u0940 \u0935\u093e\u0932\u0940 \u092e\u0936\u0940\u0928 \u0914\u0930 \u0932\u0917\u092d\u0917 8 \u091c\u0940\u092c\u0940 \u0915\u0940 \u0938\u0940\u092e\u093e \u0935\u093e\u0932\u0940 \u0921\u0949\u0915\u0930\/\u0921\u092c\u094d\u0932\u0942\u090f\u0938\u090f\u0932 \u092a\u0930, \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0928\u0939\u0940\u0902 \u092c\u0948\u0920\u0924\u093e: \u0938\u093f\u0938\u094d\u091f\u092e \u0938\u094d\u0935\u0948\u092a \u0915\u0930\u0928\u093e \u0936\u0941\u0930\u0942 \u0915\u0930 \u0926\u0947\u0924\u093e \u0939\u0948 \u0914\u0930 \u0915\u0902\u091f\u0947\u0928\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u093e \u092c\u0902\u0926 \u0915\u0930 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 .wslconfig \u092b\u093c\u093e\u0907\u0932 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 WSL \u0938\u0940\u092e\u093e \u0915\u094b 12 \u091c\u0940\u092c\u0940 \u0924\u0915 \u092c\u0922\u093c\u093e\u0928\u0947 \u0938\u0947 \u092e\u0926\u0926 \u092e\u093f\u0932\u0940:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism undefined-numbers lang-unknown\" data-lang=\"unknown\"><code>[wsl2]\nmemory=12GB\nswap=8GB\n<\/code><\/pre>\n<\/div>\n<p>\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0947 \u092c\u093e\u0926, \u0906\u092a\u0915\u094b wsl &#8211;shutdown \u0914\u0930 \u0921\u0949\u0915\u0930 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0915\u094b \u092a\u0941\u0928\u0930\u093e\u0930\u0902\u092d \u0915\u0930\u0928\u093e \u0939\u094b\u0917\u093e\u0964 \u0932\u0947\u0915\u093f\u0928 12 \u091c\u0940\u092c\u0940 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940, \u0930\u093f\u091c\u093c\u0930\u094d\u0935 \u091b\u094b\u091f\u093e \u0930\u0939\u0924\u093e \u0939\u0948: \u092e\u0949\u0921\u0932 \u0932\u0917\u092d\u0917 10 \u091c\u0940\u092c\u0940 \u0932\u0947\u0924\u093e \u0939\u0948, \u0914\u0930 \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u0928\u0939\u0940\u0902 \u092c\u091a\u093e \u0939\u0948\u0964<\/p>\n<p>\u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u0930\u0942\u092a \u0938\u0947, \u0913\u0932\u093e\u092e\u093e \u092a\u093e\u0902\u091a \u092e\u093f\u0928\u091f \u0915\u0940 \u0928\u093f\u0937\u094d\u0915\u094d\u0930\u093f\u092f\u0924\u093e \u0915\u0947 \u092c\u093e\u0926 \u092e\u0947\u092e\u094b\u0930\u0940 \u0916\u093e\u0932\u0940 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u092e\u0949\u0921\u0932 \u0915\u094b \u0905\u0928\u0932\u094b\u0921 \u0915\u0930 \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u0939\u0948: \u092b\u0941\u0930\u094d\u0924\u0940\u0932\u093e \u0939\u0930 \u0938\u092e\u092f 10 \u091c\u0940\u092c\u0940 \u0935\u094d\u092f\u0938\u094d\u0924 \u0928\u0939\u0940\u0902 \u0930\u0916\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0928\u090f \u0932\u0949\u0928\u094d\u091a \u0915\u0947 \u092c\u093e\u0926 \u090f\u0915 \u0920\u0939\u0930\u093e\u0935 \u0915\u0947 \u092c\u093e\u0926 \u092e\u0949\u0921\u0932 \u092b\u093f\u0930 \u0938\u0947 \u0932\u094b\u0921 \u0939\u094b\u0928\u093e \u0936\u0941\u0930\u0942 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u092c \u0915\u0930\u0947\u0902<\/h2>\n<p>\u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0902 \u091c\u0939\u093e\u0902 \u0906\u092a\u0915\u094b \u0938\u094d\u092a\u0937\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u093f\u090f \u0917\u090f \u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u0947 \u0924\u094d\u0935\u0930\u093f\u0924 \u0914\u0930 \u0938\u0938\u094d\u0924\u0947 \u0909\u0924\u094d\u0924\u0930 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948:<\/p>\n<ul>\n<li>\u0938\u0902\u0926\u0947\u0936\u094b\u0902, \u091f\u093f\u0915\u091f\u094b\u0902 \u0914\u0930 \u0905\u0928\u0941\u0930\u094b\u0927\u094b\u0902 \u0915\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923\u0964<\/li>\n<li>\u0906\u0926\u0947\u0936\u094b\u0902 \u092f\u093e \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0915\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0930\u0942\u091f\u093f\u0902\u0917\u0964<\/li>\n<li>\u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u092e\u0949\u0921\u0930\u0947\u0936\u0928 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u091c\u093e\u0902\u091a\u0964<\/li>\n<li>\u0917\u0947\u092e\u093f\u0902\u0917 \u092f\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0924\u0947\u091c\u093c \u092c\u093e\u0907\u0928\u0930\u0940 \u0914\u0930 \u092c\u0939\u0941\u092d\u093f\u0928\u094d\u0928\u0930\u0942\u092a\u0940 \u0938\u092e\u093e\u0927\u093e\u0928\u0964<\/li>\n<\/ul>\n<p>\u0935\u0947 \u0909\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902 \u091c\u0939\u093e\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u092a\u093e\u0920 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948: \u0938\u094d\u092a\u0937\u094d\u091f\u0940\u0915\u0930\u0923, \u092b\u093c\u0940\u0932\u094d\u0921 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0923, \u0938\u093e\u0930\u093e\u0902\u0936, \u0909\u0924\u094d\u0924\u0930 \u0938\u0943\u091c\u0928\u0964 \u0907\u0938 \u092a\u094d\u0930\u092f\u094b\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f, \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u092c\u0928\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0938\u0902\u092f\u0941\u0915\u094d\u0924 \u0939\u094b\u0928\u0947 \u092a\u0930 \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u093e \u0939\u0948: \u090f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u090f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0924\u093e \u0939\u0948, \u0914\u0930 \u090f\u0915 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u0907\u0938\u0947 \u0938\u092e\u091d\u093e\u0924\u093e \u0939\u0948 \u092f\u093e \u0921\u0947\u091f\u093e \u0928\u093f\u0915\u093e\u0932\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0915\u0941\u0932<\/h2>\n<p>\u0913\u0932\u093e\u092e\u093e \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0928\u093f\u092f\u092e\u093f\u0924 \u090f\u0932\u090f\u0932\u090f\u092e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u090f\u0915 \u0905\u0932\u0917, \u0938\u0902\u0915\u0940\u0930\u094d\u0923 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0902\u0964 \u0935\u0947 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0935\u0947 \u0915\u093e\u092e \u0915\u0947 \u0928\u093f\u092f\u092e\u093f\u0924 \u0939\u093f\u0938\u094d\u0938\u0947 \u0915\u094b \u0939\u091f\u093e \u0926\u0947\u0924\u0947 \u0939\u0948\u0902: \u091f\u093e\u0907\u092a \u0915\u0940 \u0917\u0908 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902, \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u092a\u093e\u0930\u094d\u0938\u093f\u0902\u0917 \u0915\u0947 \u092c\u091c\u093e\u092f \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0902, \u0914\u0930 \u090f\u0915 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u0964 \u092f\u0926\u093f \u0906\u092a\u0915\u0947 \u092a\u093e\u0938 \u092a\u0939\u0932\u0947 \u0938\u0947 \u0939\u0940 \u090f\u0915 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u0939\u0948, \u0924\u094b \u0938\u0902\u0915\u094d\u0930\u092e\u0923 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0902\u091a, \u090f\u0915 \u0905\u0932\u0917 \u0915\u0949\u0932\u093f\u0902\u0917 \u0930\u0923\u0928\u0940\u0924\u093f \u0914\u0930 \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0924\u0915 \u092a\u0939\u0941\u0902\u091a \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>\u0938\u0942\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u0915\u0939\u0928\u093e \u0939\u0948<br \/>\n<a href=\"https:\/\/ollama.com\/blog\/ollama-now-supports-jev-style-decision-models\" rel=\"noopener\" target=\"_blank\">https:\/\/ollama.com\/blog\/ollama-now-supports-jev-style-decision-models<\/a><br \/>\n<a href=\"https:\/\/ollama.com\/library\/nimble\" rel=\"noopener\" target=\"_blank\">https:\/\/ollama.com\/library\/nimble<\/a><br \/>\n<a href=\"https:\/\/ollama.com\/library\/tev1\" rel=\"noopener\" target=\"_blank\">https:\/\/ollama.com\/library\/tev1<\/a><br \/>\n<a href=\"https:\/\/typesafe.ai\" rel=\"noopener\" target=\"_blank\">https:\/\/typesafe.ai<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0938\u0902\u0938\u094d\u0915\u0930\u0923 0.35 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b\u0915\u0930, \u0913\u0932\u093e\u092e\u093e \u091f\u093e\u0907\u092a\u0938\u0947\u092b \u0938\u0947 \u091c\u0947\u0908\u0935\u0940 \u090f\u092a\u0940\u0906\u0908 \u092a\u0930 \u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u092e\u0949\u0921\u0932 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0905\u0930\u094d\u0925\u094b\u0902 \u092e\u0947\u0902 \u091a\u0948\u091f \u092e\u0949\u0921\u0932 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902: \u0935\u0947 \u092a\u093e\u0920 \u0928\u0939\u0940\u0902 \u0932\u093f\u0916\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0938\u094d\u0925\u093e\u0928\u093e\u0902\u0924\u0930\u093f\u0924 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u091f\u093e\u0907\u092a \u0915\u093f\u090f \u0917\u090f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u090f\u0915 \u0938\u0947\u091f \u0915\u093e \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923, \u0930\u0942\u091f\u093f\u0902\u0917, \u092e\u0949\u0921\u0930\u0947\u0936\u0928 \u0914\u0930 \u091f\u094d\u0930\u093e\u0907\u090f\u091c \u0915\u0947 \u0932\u093f\u090f, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-200","post","type-post","status-publish","format-standard","hentry","category-notes"],"translation":{"provider":"WPGlobus","version":"3.0.6","language":"hi","enabled_languages":["en","ru","zh","de","ja","fr","es","pt","hi"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"ru":{"title":true,"content":true,"excerpt":false},"zh":{"title":true,"content":true,"excerpt":false},"de":{"title":true,"content":true,"excerpt":false},"ja":{"title":true,"content":true,"excerpt":false},"fr":{"title":true,"content":true,"excerpt":false},"es":{"title":true,"content":true,"excerpt":false},"pt":{"title":true,"content":true,"excerpt":false},"hi":{"title":true,"content":true,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/posts\/200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/comments?post=200"}],"version-history":[{"count":0,"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/posts\/200\/revisions"}],"wp:attachment":[{"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/media?parent=200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/categories?post=200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/hi\/wp-json\/wp\/v2\/tags?post=200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}