{"id":130219,"date":"2025-07-15T07:00:26","date_gmt":"2025-07-15T04:00:26","guid":{"rendered":"https:\/\/i-hls.com\/?p=130219"},"modified":"2025-07-15T07:00:26","modified_gmt":"2025-07-15T04:00:26","slug":"%d7%a4%d7%a8%d7%99%d7%a6%d7%aa-%d7%93%d7%a8%d7%9a-%d7%91%d7%a9%d7%99%d7%a4%d7%95%d7%a8-%d7%93%d7%99%d7%95%d7%a7-%d7%94%d7%91%d7%99%d7%a0%d7%94-%d7%94%d7%9e%d7%9c%d7%90%d7%9b%d7%95%d7%aa%d7%99%d7%aa","status":"publish","type":"post","link":"https:\/\/i-hls.com\/he\/archives\/130219","title":{"rendered":"\u05e4\u05e8\u05d9\u05e6\u05ea \u05d3\u05e8\u05da \u05d1\u05e9\u05d9\u05e4\u05d5\u05e8 \u05d3\u05d9\u05d5\u05e7 \u05d4\u05d1\u05d9\u05e0\u05d4 \u05d4\u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea \u05d1\u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05de\u05d9\u05d5\u05d7\u05d3\u05d5\u05ea"},"content":{"rendered":"<p>\u05e9\u05d9\u05d8\u05d4 \u05d7\u05d3\u05e9\u05d4 \u05dc\u05db\u05d9\u05d5\u05dc \u05de\u05d3\u05d5\u05d9\u05e7 (fine tuning) \u05e9\u05dc \u05de\u05d5\u05d3\u05dc\u05d9 \u05e9\u05e4\u05d4 \u05d2\u05d3\u05d5\u05dc\u05d9\u05dd (LLMs) \u05d4\u05e6\u05d9\u05d2\u05d4 \u05ea\u05d5\u05e6\u05d0\u05d5\u05ea \u05de\u05d1\u05d8\u05d9\u05d7\u05d5\u05ea \u05d1\u05e9\u05d9\u05e4\u05d5\u05e8 \u05d4\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05e2\u05dc \u05e4\u05e0\u05d9 \u05de\u05d2\u05d5\u05d5\u05df \u05e8\u05d7\u05d1 \u05e9\u05dc \u05de\u05e9\u05d9\u05de\u05d5\u05ea \u2013 \u05de\u05d1\u05dc\u05d9 \u05dc\u05d3\u05e8\u05d5\u05e9 \u05db\u05d5\u05d7 \u05d7\u05d9\u05e9\u05d5\u05d1 \u05e0\u05d5\u05e1\u05e3. \u05d4\u05d8\u05db\u05e0\u05d9\u05e7\u05d4, \u05d4\u05de\u05db\u05d5\u05e0\u05d4 WeGeFT (\u05e8\u05d0\u05e9\u05d9 \u05ea\u05d9\u05d1\u05d5\u05ea \u05e9\u05dc Weight-Generative Fine-Tuning) \u05e9\u05e4\u05d5\u05ea\u05d7\u05d4 \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05de\u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea \u05e7\u05e8\u05d5\u05dc\u05d9\u05d9\u05e0\u05d4 \u05d4\u05e6\u05e4\u05d5\u05e0\u05d9\u05ea, \u05d1\u05d5\u05e0\u05d4 \u05e2\u05dc \u05d2\u05d9\u05e9\u05d5\u05ea \u05e7\u05d9\u05d9\u05de\u05d5\u05ea \u05db\u05d3\u05d9 \u05dc\u05d6\u05e7\u05e7 \u05db\u05d9\u05e6\u05d3 \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05de\u05ea\u05d0\u05d9\u05de\u05d9\u05dd \u05d0\u05ea \u05e2\u05e6\u05de\u05dd \u05dc\u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05e1\u05e4\u05e6\u05d9\u05e4\u05d9\u05d5\u05ea \u05dc\u05d0\u05d7\u05e8 \u05e9\u05dc\u05d1 \u05d4\u05d0\u05d9\u05de\u05d5\u05df \u05d4\u05de\u05d5\u05e7\u05d3\u05dd.<\/p>\n<p>\u05de\u05d5\u05d3\u05dc\u05d9 \u05e9\u05e4\u05d4 \u05de\u05d0\u05d5\u05de\u05e0\u05d9\u05dd \u05d1\u05d3\u05e8\u05da \u05db\u05dc\u05dc \u05e2\u05dc \u05db\u05de\u05d5\u05d9\u05d5\u05ea \u05e2\u05e6\u05d5\u05de\u05d5\u05ea \u05e9\u05dc \u05e0\u05ea\u05d5\u05e0\u05d9\u05dd \u05db\u05dc\u05dc\u05d9\u05d9\u05dd, \u05de\u05d4 \u05e9\u05de\u05d0\u05e4\u05e9\u05e8 \u05dc\u05d4\u05dd \u05dc\u05d4\u05e4\u05d9\u05e7 \u05ea\u05d2\u05d5\u05d1\u05d5\u05ea \u05e7\u05d5\u05d4\u05e8\u05e0\u05d8\u05d9\u05d5\u05ea \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d7\u05d9\u05d6\u05d5\u05d9 \u05d4\u05de\u05d9\u05dc\u05d4 \u05d4\u05d1\u05d0\u05d4 \u05d1\u05e1\u05d3\u05e8\u05d4. \u05d1\u05e2\u05d5\u05d3 \u05e9\u05dc\u05e9\u05dc\u05d1 \u05d4\u05d0\u05d9\u05de\u05d5\u05df \u05d4\u05de\u05d5\u05e7\u05d3\u05dd \u05d9\u05e9 \u05ea\u05d5\u05e2\u05dc\u05ea \u05d1\u05d0\u05d9\u05e0\u05d8\u05e8\u05d0\u05e7\u05e6\u05d9\u05d5\u05ea \u05db\u05dc\u05dc\u05d9\u05d5\u05ea, \u05d4\u05d5\u05d0 \u05d0\u05d9\u05e0\u05d5 \u05de\u05e1\u05e4\u05e7 \u05db\u05d0\u05e9\u05e8 \u05d4\u05de\u05d5\u05d3\u05dc \u05de\u05ea\u05d1\u05e7\u05e9 \u05dc\u05d1\u05e6\u05e2 \u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05de\u05de\u05d5\u05e7\u05d3\u05d5\u05ea \u05db\u05de\u05d5 \u05e4\u05ea\u05e8\u05d5\u05df \u05d1\u05e2\u05d9\u05d5\u05ea \u05de\u05ea\u05de\u05d8\u05d9\u05d5\u05ea, \u05db\u05ea\u05d9\u05d1\u05ea \u05e7\u05d5\u05d3 \u05d0\u05d5 \u05e4\u05e8\u05e9\u05e0\u05d5\u05ea \u05e7\u05dc\u05d8 \u05d7\u05d6\u05d5\u05ea\u05d9. \u05db\u05d3\u05d9 \u05dc\u05e9\u05e4\u05e8 \u05d0\u05ea \u05d4\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05d1\u05ea\u05d7\u05d5\u05de\u05d9\u05dd \u05d0\u05dc\u05d4, \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05d1\u05d3\u05e8\u05da \u05db\u05dc\u05dc \u05e0\u05d3\u05e8\u05e9\u05d9\u05dd \u05dc\u05db\u05d9\u05d5\u05dc \u05de\u05d3\u05d5\u05d9\u05e7 \u2013 \u05d0\u05da \u05d1\u05e9\u05dc \u05d2\u05d5\u05d3\u05dc\u05dd, \u05d0\u05d9\u05de\u05d5\u05df \u05de\u05d7\u05d3\u05e9 \u05e9\u05dc \u05d4\u05de\u05d5\u05d3\u05dc \u05de\u05d0\u05e4\u05e1 \u05d0\u05d9\u05e0\u05d5 \u05e4\u05e8\u05e7\u05d8\u05d9 \u05dc\u05e8\u05d5\u05d1.<\/p>\n<p>\u05d1\u05e9\u05e0\u05ea 2022, \u05d8\u05db\u05e0\u05d9\u05e7\u05ea LoRA (Low-Rank Adaptation) \u05d0\u05d5\u05de\u05e6\u05d4 \u05e0\u05e8\u05d7\u05d1\u05d5\u05ea \u05d1\u05e9\u05dc \u05d9\u05db\u05d5\u05dc\u05ea\u05d4 \u05dc\u05db\u05d9\u05d9\u05dc \u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05d2\u05d3\u05d5\u05dc\u05d9\u05dd \u05d1\u05e6\u05d5\u05e8\u05d4 \u05d9\u05e2\u05d9\u05dc\u05d4. LoRA \u05de\u05d6\u05d4\u05d4 \u05e7\u05d1\u05d5\u05e6\u05ea \u05e4\u05e8\u05de\u05d8\u05e8\u05d9\u05dd \u05e4\u05e0\u05d9\u05de\u05d9\u05d9\u05dd \u05e7\u05d8\u05e0\u05d4 \u05e9\u05e0\u05d9\u05ea\u05df \u05dc\u05d4\u05ea\u05d0\u05d9\u05dd \u05d0\u05d5\u05ea\u05d4 \u05db\u05d3\u05d9 \u05dc\u05e9\u05e4\u05e8 \u05d0\u05ea \u05d4\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05d1\u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05e1\u05e4\u05e6\u05d9\u05e4\u05d9\u05d5\u05ea, \u05d5\u05de\u05d5\u05e0\u05e2\u05ea \u05d0\u05ea \u05d4\u05e6\u05d5\u05e8\u05da \u05d1\u05e2\u05d3\u05db\u05d5\u05df \u05db\u05dc \u05d4\u05de\u05d5\u05d3\u05dc.<\/p>\n<p>\u05dc\u05e4\u05d9 <em>TechXplore<\/em>, WeGeFT \u05de\u05e9\u05e4\u05e8 \u05d0\u05ea LoRA \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d4\u05d5\u05e1\u05e4\u05ea \u05de\u05e0\u05d2\u05e0\u05d5\u05df \u05d7\u05d3\u05e9 \u05d4\u05de\u05e2\u05e8\u05d9\u05da \u05d0\u05d9\u05dc\u05d5 \u05d7\u05dc\u05e7\u05d9\u05dd \u05d1\u05de\u05d5\u05d3\u05dc \u05d3\u05d5\u05e8\u05e9\u05d9\u05dd \u05d4\u05ea\u05d0\u05de\u05d4 \u05d0\u05de\u05d9\u05ea\u05d9\u05ea \u05d5\u05d0\u05d9\u05dc\u05d5 \u05db\u05d1\u05e8 \u05de\u05db\u05d9\u05dc\u05d9\u05dd \u05d9\u05d3\u05e2 \u05e9\u05d9\u05de\u05d5\u05e9\u05d9. \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d4\u05ea\u05de\u05e7\u05d3\u05d5\u05ea \u05d1\u05e4\u05e8\u05de\u05d8\u05e8\u05d9\u05dd \u05d4\u05dc\u05d0 \u05de\u05d5\u05db\u05e8\u05d9\u05dd \u05d0\u05d5 \u05d4\u05d7\u05d3\u05e9\u05d9\u05dd \u05d1\u05de\u05d4\u05dc\u05da \u05d4\u05db\u05d9\u05d5\u05dc, WeGeFT \u05de\u05d2\u05d3\u05d9\u05dc \u05d0\u05ea \u05d4\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05de\u05d1\u05dc\u05d9 \u05dc\u05d4\u05e2\u05de\u05d9\u05e1 \u05e2\u05dc \u05d4\u05de\u05e2\u05e8\u05db\u05ea.<\/p>\n<p>\u05d1\u05de\u05d1\u05d7\u05e0\u05d9\u05dd \u05de\u05e2\u05e9\u05d9\u05d9\u05dd, WeGeFT \u05d4\u05e9\u05d9\u05d2 \u05ea\u05d5\u05e6\u05d0\u05d5\u05ea \u05d6\u05d4\u05d5\u05ea \u05d0\u05d5 \u05d8\u05d5\u05d1\u05d5\u05ea \u05d9\u05d5\u05ea\u05e8 \u05de-LoRA \u05d5\u05d2\u05e8\u05e1\u05d0\u05d5\u05ea \u05e9\u05d5\u05e0\u05d5\u05ea \u05e9\u05dc\u05d4 \u05d4\u05e9\u05d5\u05e0\u05d9\u05dd \u05d1\u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05db\u05de\u05d5 \u05d4\u05e1\u05e7\u05ea \u05de\u05e1\u05e7\u05e0\u05d5\u05ea \u05d0\u05e8\u05d9\u05ea\u05de\u05d8\u05d9\u05d5\u05ea, \u05de\u05e2\u05e7\u05d1 \u05d0\u05d7\u05e8 \u05d4\u05d5\u05e8\u05d0\u05d5\u05ea, \u05db\u05ea\u05d9\u05d1\u05ea \u05e7\u05d5\u05d3 \u05d5\u05d0\u05e4\u05d9\u05dc\u05d5 \u05d4\u05d1\u05e0\u05ea \u05ea\u05db\u05e0\u05d9\u05dd \u05d7\u05d6\u05d5\u05ea\u05d9\u05d9\u05dd. \u05d4\u05ea\u05d5\u05e6\u05d0\u05d5\u05ea \u05de\u05e6\u05d1\u05d9\u05e2\u05d5\u05ea \u05e2\u05dc \u05db\u05da \u05e9\u05d4\u05e9\u05d9\u05d8\u05d4 \u05e2\u05e9\u05d5\u05d9\u05d4 \u05dc\u05d4\u05e7\u05dc \u05e2\u05dc \u05d4\u05d4\u05ea\u05d0\u05de\u05d4 \u05e9\u05dc LLMs \u05dc\u05de\u05e7\u05e8\u05d9\u05dd \u05e9\u05d9\u05de\u05d5\u05e9\u05d9\u05d9\u05dd \u05de\u05d5\u05ea\u05d0\u05de\u05d9\u05dd, \u05d1\u05de\u05d9\u05d5\u05d7\u05d3 \u05d1\u05e1\u05d1\u05d9\u05d1\u05d5\u05ea \u05e9\u05d1\u05d4\u05df \u05de\u05e9\u05d0\u05d1\u05d9 \u05d4\u05d7\u05d9\u05e9\u05d5\u05d1 \u05de\u05d5\u05d2\u05d1\u05dc\u05d9\u05dd.<\/p>\n<p>\u05d4\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05e9\u05e4\u05d9\u05ea\u05d7\u05d5 \u05d0\u05ea WeGeFT \u05d2\u05dd \u05d1\u05d5\u05d3\u05e7\u05d9\u05dd \u05db\u05d9\u05e6\u05d3 \u05d4\u05d8\u05db\u05e0\u05d9\u05e7\u05d4 \u05d9\u05db\u05d5\u05dc\u05d4 \u05dc\u05e2\u05d6\u05d5\u05e8 \u05dc\u05d6\u05d4\u05d5\u05ea \u05d5\u05dc\u05db\u05d5\u05d5\u05df \u05d7\u05dc\u05e7\u05d9\u05dd \u05d1\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05d4\u05e7\u05e9\u05d5\u05e8\u05d9\u05dd \u05dc\u05ea\u05d5\u05e6\u05d0\u05d5\u05ea \u05de\u05d6\u05d9\u05e7\u05d5\u05ea \u05d0\u05d5 \u05de\u05d5\u05d8\u05d5\u05ea \u2013 \u05e0\u05ea\u05d9\u05d1 \u05e4\u05d5\u05d8\u05e0\u05e6\u05d9\u05d0\u05dc\u05d9 \u05dc\u05e9\u05d9\u05e4\u05d5\u05e8 \u05d4\u05d4\u05ea\u05d0\u05de\u05d4 \u05d5\u05d4\u05d1\u05d8\u05d9\u05d7\u05d5\u05ea \u05e9\u05dc \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd.<\/p>\n<p><a href=\"https:\/\/icml.cc\/virtual\/2025\/poster\/45660\">\u05d4\u05de\u05d7\u05e7\u05e8 \u05d4\u05de\u05dc\u05d0<\/a> \u05d9\u05d5\u05e6\u05d2 \u05d1\u05db\u05e0\u05e1 \u05d4\u05d1\u05d9\u05e0\u05dc\u05d0\u05d5\u05de\u05d9 \u05dc\u05dc\u05de\u05d9\u05d3\u05ea \u05de\u05db\u05d5\u05e0\u05d4 (ICML) \u05d1-17 \u05d1\u05d9\u05d5\u05dc\u05d9 \u05d1\u05d5\u05d5\u05e0\u05e7\u05d5\u05d1\u05e8.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u05e9\u05d9\u05d8\u05d4 \u05d7\u05d3\u05e9\u05d4 \u05dc\u05db\u05d9\u05d5\u05dc \u05de\u05d3\u05d5\u05d9\u05e7 (fine tuning) \u05e9\u05dc \u05de\u05d5\u05d3\u05dc\u05d9 \u05e9\u05e4\u05d4 \u05d2\u05d3\u05d5\u05dc\u05d9\u05dd (LLMs) \u05d4\u05e6\u05d9\u05d2\u05d4 \u05ea\u05d5\u05e6\u05d0\u05d5\u05ea \u05de\u05d1\u05d8\u05d9\u05d7\u05d5\u05ea \u05d1\u05e9\u05d9\u05e4\u05d5\u05e8 \u05d4\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05e2\u05dc \u05e4\u05e0\u05d9 \u05de\u05d2\u05d5\u05d5\u05df \u05e8\u05d7\u05d1 \u05e9\u05dc \u05de\u05e9\u05d9\u05de\u05d5\u05ea \u2013 \u05de\u05d1\u05dc\u05d9 \u05dc\u05d3\u05e8\u05d5\u05e9 \u05db\u05d5\u05d7 \u05d7\u05d9\u05e9\u05d5\u05d1 \u05e0\u05d5\u05e1\u05e3. \u05d4\u05d8\u05db\u05e0\u05d9\u05e7\u05d4, \u05d4\u05de\u05db\u05d5\u05e0\u05d4 WeGeFT (\u05e8\u05d0\u05e9\u05d9 \u05ea\u05d9\u05d1\u05d5\u05ea \u05e9\u05dc Weight-Generative Fine-Tuning) \u05e9\u05e4\u05d5\u05ea\u05d7\u05d4 \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05de\u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea \u05e7\u05e8\u05d5\u05dc\u05d9\u05d9\u05e0\u05d4 \u05d4\u05e6\u05e4\u05d5\u05e0\u05d9\u05ea, \u05d1\u05d5\u05e0\u05d4 \u05e2\u05dc \u05d2\u05d9\u05e9\u05d5\u05ea \u05e7\u05d9\u05d9\u05de\u05d5\u05ea \u05db\u05d3\u05d9 \u05dc\u05d6\u05e7\u05e7 \u05db\u05d9\u05e6\u05d3 \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05de\u05ea\u05d0\u05d9\u05de\u05d9\u05dd \u05d0\u05ea \u05e2\u05e6\u05de\u05dd \u05dc\u05de\u05e9\u05d9\u05de\u05d5\u05ea [&hellip;]<\/p>\n","protected":false},"author":152,"featured_media":130217,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_focuskw":"","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_title":"","_aioseop_description":"","_aioseop_title":"","footnotes":""},"categories":[9758,14567,5111,5262,5113,20322,17698],"tags":[23816],"class_list":["post-130219","post","type-post","status-publish","format-standard","has-post-thumbnail","category-big-data-he","category-14567","category-5111","category-technology-news-3","category-5113","category-20322","category-17698","tag---he"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05de\u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea \u05e7\u05e8\u05d5\u05dc\u05d9\u05d9\u05e0\u05d4 \u05d4\u05e6\u05e4\u05d5\u05e0\u05d9\u05ea, \u05d1\u05d5\u05e0\u05d4 \u05e2\u05dc \u05d2\u05d9\u05e9\u05d5\u05ea \u05e7\u05d9\u05d9\u05de\u05d5\u05ea \u05db\u05d3\u05d9 \u05dc\u05d6\u05e7\u05e7 \u05db\u05d9\u05e6\u05d3 \u05d4\u05de\u05d5\u05d3\u05dc\u05d9\u05dd \u05de\u05ea\u05d0\u05d9\u05de\u05d9\u05dd \u05d0\u05ea \u05e2\u05e6\u05de\u05dd \u05dc\u05de\u05e9\u05d9\u05de\u05d5\u05ea [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/i-hls.com\/he\/archives\/130219\" \/>\n<meta property=\"og:site_name\" content=\"iHLS\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/israelhls\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-15T04:00:26+00:00\" \/>\n<meta property=\"og:image\" 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