HELP, model only halucinates
#6
by
vladciocan88
- opened
I'm running on vllm on 2 H200 with TP 2 but model halucinates when running longer context:
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"role": "system",
"content": " Ești un asistent pentru analiză de documente juridice/administrative/financiare.\n Primești o întrebare și un răspuns brut de la tool-uri, care poate conține liste de documente sau agregări.\n Reguli:\n 1) Interpretezi strict semantic conținutul; nu reproduci denumiri de câmpuri JSON, chei sau structuri tehnice.\n 2) Răspunzi exclusiv pe baza datelor primite; nu inventezi elemente lipsă.\n 3) Răspunsul trebuie să fie în format Markdown, clar și concis.\n 4) Dacă datele sunt ambigue/contradictorii/incomplete, explică explicit acest lucru.\n 5) Când te referi la documente, folosește formulări naturale (ex: „Conform comenzii ferme din 27.08.2025...”); nu menționa chei precum „originalFileName”, „fileResourceId” etc.\n 6) La finalul răspunsului, inserează câte un buton HTML pentru fiecare document efectiv citat în răspuns, cu structura fixă:\n <button onclick=\\\"openPopup('ID_DOCUMENT')\\\">Vezi NUME_FISIER</button>\n unde:\n - ID_DOCUMENT = valoarea exactă a `fileResourceId` din datele tool-ului.\n - NUME_FISIER = valoarea exactă a `originalFileName` din datele tool-ului.\n 7) Nu inventa butoane pentru documente care nu apar în datele tool-ului.\n 8) Dacă răspunsul se bazează doar pe agregări și nu citezi niciun document, nu adăuga niciun buton.\n"
},
{
"role": "user",
"content": "Rezumat evolutiv:\n\nSloturi:\nintent: cerere_informatii\nentities: \nconstraints: {}\nresponseType: LIST\ntopicKey: documente_2025\nMemorie pe subiecte:\ndocumente_2025 => intent=cerere_informatii\nRezultate tool:\n{\"find_by_type_and_date_interval\":[{\"id\":\"332b6142-180e-4161-a145-fc4cd233cea1\",\"originalFileName\":\"DCN OMNI SERV SRL.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/779c366a-8be3-45e9-a095-a0ef4b98db75.pdf\",\"digitalized\":true,\"fileResourceId\":1918,\"nume_beneficiar\":\"DCN OMNI SERV SRL\",\"nume_furnizor\":\"NGT NEXT GENERATION TECHNOLOGIES\",\"tip_document\":\"COMANDA FERMĂ\",\"serie_numar_document\":\"Nr 1/27.08.2025\",\"data_document\":\"2025-08-27\",\"valoare_totala\":1334.63,\"rezumat\":\"Documentul reprezintă o comandă fermă pentru livrarea unei stațiuni de încărcare electrică conform Contractului nr. 1763.\",\"documente_referentiate\":[]},{\"id\":\"fba7d82f-c680-4697-b0c3-947642ddc4d1\",\"originalFileName\":\"Concluzii marketing 09.07.2025.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/34632197-f321-4e50-a09b-e4d12d59bfe2.pdf\",\"digitalized\":true,\"fileResourceId\":1863,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"Document de ieșire\",\"serie_numar_document\":\"\",\"data_document\":\"2025-08-26\",\"valoare_totala\":0.0,\"rezumat\":\"- Document digitalizat automat\\n- Contine detalii despre servicii profesionale agricole\",\"documente_referentiate\":[]},{\"id\":\"11264f93-c06c-4417-be27-e4042db8b0d6\",\"originalFileName\":\"visible_malicious_sample.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/8f137dfc-cee8-42ef-9ec8-a9b8422736a4.pdf\",\"digitalized\":true,\"fileResourceId\":1672,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"test PDF\",\"serie_numar_document\":\"\",\"data_document\":\"2025-08-26\",\"valoare_totala\":null,\"rezumat\":\"Este un test PDF care conține OpenAction redirect, JavaScript alert și Launch action.\",\"documente_referentiate\":[]},{\"id\":\"49110b40-c84d-45cf-91d1-57739710ce43\",\"originalFileName\":\"Get_Started_With_Smallpdf.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/69f21886-12e8-4f86-8aca-675f7de14e58.pdf\",\"digitalized\":true,\"fileResourceId\":1673,\"nume_beneficiar\":null,\"nume_furnizor\":null,\"tip_document\":null,\"serie_numar_document\":null,\"data_document\":\"2025-08-26\",\"valoare_totala\":null,\"rezumat\":null,\"documente_referentiate\":[]},{\"id\":\"9cbd91b7-b2c9-4a5b-8796-783f5e5d9431\",\"originalFileName\":\"Nota comanda initiala Boroaia foto.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/a607d711-421f-4b10-ae4c-fe3b0bf153d3.pdf\",\"digitalized\":true,\"fileResourceId\":1716,\"nume_beneficiar\":\"URBIOLED S.R.L.\",\"nume_furnizor\":\"I.I. CRETU M. MIHAI\",\"tip_document\":\"Nota de comanda\",\"serie_numar_document\":\"\",\"data_document\":\"2025-08-26\",\"valoare_totala\":7000.0,\"rezumat\":\"Document ce prezintă o notă de comandă pentru construirea unei unități de producere electrică regenerabilă în Boroaia, județul Suceava, având valoarea totală fără TVA de 7.000 lei.\",\"documente_referentiate\":[]},{\"id\":\"c5db0638-9df8-465a-8c91-a756a506c5c2\",\"originalFileName\":\"UC26120 _ Nota de comanda _ 8 _ 2025-08-08.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/92365da9-6e0f-4352-9356-cbf18d6a1b7a.pdf\",\"digitalized\":true,\"fileResourceId\":1717,\"nume_beneficiar\":\"URBIOLED S.R.L.\",\"nume_furnizor\":\"BIARAL S.R.L.\",\"tip_document\":\"Nota de comanda\",\"serie_numar_document\":\"UC26120\",\"data_document\":\"2025-08-08\",\"valoare_totala\":5000.0,\"rezumat\":\"Documentul reprezintă o notă de comandă pentru dezvoltarea sistemului de management local prin implementarea infrastructurilor inteligente la nivelul Comunei Corlateni, judeţul Botoşani.\",\"documente_referentiate\":[]},{\"id\":\"d1218b7d-0668-46ea-afe9-401c78fda8d1\",\"originalFileName\":\"Roundcube Webmail __ Factura licente utilizare software pe luna Septembrie Nr. 5427 din 01.09.2025 - Solutii profesionale de pontaj si control acces .._.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/217e2ab2-dc42-47f0-8288-0a8baf84cf16.pdf\",\"digitalized\":true,\"fileResourceId\":2183,\"nume_beneficiar\":\"<[email protected]>\",\"nume_furnizor\":\"Creasoft <[email protected]>\",\"tip_document\":\"factura licente utilizare software pe luna Septembrie Nr.\",\"serie_numar_document\":\"5427\",\"data_document\":\"2025-09-01\",\"valoare_totala\":0.0,\"rezumat\":\"Factura pentru licențele de utilizare a soluțiilor profesionale de pontaj si control acces CREASOFT pentru lună septembrie nr. 5427.\",\"documente_referentiate\":[\"Comuna Varfu Campului, județul Botosani.pdf (~51 KO)\",\"semnatura.p7b (~5 KO)\"]},{\"id\":\"38d1baac-f126-4dac-ab6f-811e3ab597df\",\"originalFileName\":\"Anexa contrcat soft Telita.signed.signed.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/572f32dc-fea6-4b11-a880-4b36e2507923.pdf\",\"digitalized\":true,\"fileResourceId\":2188,\"nume_beneficiar\":\"MOLDOVA EUROPEANĂ\",\"nume_furnizor\":\"URBIOLED SRL\",\"tip_document\":\"Anexă la Contract\",\"serie_numar_document\":\"\",\"data_document\":\"2025-06-04\",\"valoare_totala\":19550.0,\"rezumat\":\"Documentul reglementează livrarea și utilizarea pentru o perioadă de testare a echipamentelor scanner + imprimantă.\",\"documente_referentiate\":[]},{\"id\":\"86e93721-936b-4873-aec8-09d2bf351c12\",\"originalFileName\":\"Roundcube Webmail __ Factura licente utilizare software pe luna Septembrie Nr. 5427 din 01.09.2025 - Solutii profesionale de pontaj si control acces .._.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/800bd08c-df21-4329-be36-26d33cbe3822.pdf\",\"digitalized\":true,\"fileResourceId\":2275,\"nume_beneficiar\":\"<[email protected]>\",\"nume_furnizor\":\"Creasoft <[email protected]>\",\"tip_document\":\"factura licente utilizare software pe luna Septembrie Nr.\",\"serie_numar_document\":\"5427\",\"data_document\":\"2025-09-01\",\"valoare_totala\":0.0,\"rezumat\":\"Factura pentru licențele de utilizare a soluțiilor profesionale de pontaj si control acces CREASOFT pentru lună septembrie nr. 5427 din data 01/09/2025.\",\"documente_referentiate\":[\"Comuna Varfu Campului, judeţul Botosani 5427.pdf (~51 KO)\",\"semnatura.p7b (~5 KO)\"]},{\"id\":\"e685e0aa-1ef6-4b29-8735-b83a0c055f46\",\"originalFileName\":\"Solutii profesionale de pontaj si control acces .._.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/f8c6bc8f-ed27-4183-a832-43ec2a54cd79.pdf\",\"digitalized\":true,\"fileResourceId\":2276,\"nume_beneficiar\":\"<[email protected]>\",\"nume_furnizor\":\"Creasoft <[email protected]>\",\"tip_document\":\"factura licente utilizare software pe luna Septembrie Nr.5427\",\"serie_numar_document\":\"Nr. 5427\",\"data_document\":\"2025-09-01\",\"valoare_totala\":0.0,\"rezumat\":\"Factura pentru licențele de utilizare a soluțiilor profesionale de pontaj si control acces CREASOFT.\",\"documente_referentiate\":[]},{\"id\":\"2b3de1f5-e382-42df-a8e1-7c235ec9f4a5\",\"originalFileName\":\"sample_invoice_with_quotation.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/b30a3e1a-0885-4651-baa1-9b53f6b8f48a.pdf\",\"digitalized\":true,\"fileResourceId\":1696,\"nume_beneficiar\":\"John Doe\",\"nume_furnizor\":\"ABC Corporation\",\"tip_document\":\"factura\",\"serie_numar_document\":\"INV-2025-0078\",\"data_document\":\"2025-07-21\",\"valoare_totala\":577.5,\"rezumat\":\"Factura pentru livrările Widget A x 10, Widget B x 5 și taxele de serviciu.\",\"documente_referentiate\":[]},{\"id\":\"07ae51a8-16f7-4a6f-b969-dbe4941ddb44\",\"originalFileName\":\"FISA-TEHNICA-75KW-NGT75K-AD2CCS2T2-4001000S-7.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/6f8987e4-9db7-4926-8d97-fe192421fb10.pdf\",\"digitalized\":true,\"fileResourceId\":3911,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"NGT\",\"tip_document\":\"Fisa Tehnica Produs\",\"serie_numar_document\":\"NGT-75K(A/D)2(CCS2/T2)400/1000S-7\",\"data_document\":\"2025-09-01\",\"valoare_totala\":0.0,\"rezumat\":\"Documentul prezintă specificațiile tehnice ale unei stații de încărcare auto ultra-rapidă produse de NGT.\",\"documente_referentiate\":[]},{\"id\":\"0e7ae93e-ebe5-4771-9f62-8ef609e0d1fd\",\"originalFileName\":\"S.C. URBIOLED S.R.L. Aviz_URBIOLED_11980_27.08.2025_COMUNA_BERCHISESTI (1).pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/2036c444-a4f1-4534-ae1e-9b9f9861da56.pdf\",\"digitalized\":true,\"fileResourceId\":4005,\"nume_beneficiar\":\"COMUNA BERCHISESTI\",\"nume_furnizor\":\"S.C. URBIOLED S.R.L.\",\"tip_document\":\"AVIZ\",\"serie_numar_document\":\"11980/URBIOLED\",\"data_document\":\"2025-08-27\",\"valoare_totala\":0.0,\"rezumat\":\"Aviz de achiziție pentru imprimanta Brother QL-820NWB livrată la Comuna Berchisesti pe data de 27 august 2025.\",\"documente_referentiate\":[]},{\"id\":\"e00b6546-3359-4adf-b63b-f17f555b1136\",\"originalFileName\":\"sample_invoice_with_quotation.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/bd419fdf-99a3-4aef-883b-e9206663fd8a.pdf\",\"digitalized\":true,\"fileResourceId\":4190,\"nume_beneficiar\":\"John Doe\",\"nume_furnizor\":\"ABC Corporation\",\"tip_document\":\"factura\",\"serie_numar_document\":\"INV-2025-0078\",\"data_document\":\"2025-07-21\",\"valoare_totala\":577.5,\"rezumat\":\"Factura pentru livrari de Widget A si B, taxe si servicii.\",\"documente_referentiate\":[]},{\"id\":\"51ef8476-4aad-4970-b1ab-47afa4436a3f\",\"originalFileName\":\"Regista.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/73025295-ac99-4174-afec-5e4657c81e29.pdf\",\"digitalized\":true,\"fileResourceId\":4022,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"Documente - Registratură electronică\",\"serie_numar_document\":\"326\",\"data_document\":\"2025-09-05\",\"valoare_totala\":0.0,\"rezumat\":\"Lista de documente emise de Primăria Matca pentru anul 2025.\",\"documente_referentiate\":[]},{\"id\":\"2234536f-e4ce-4900-85cd-59bfda05ffc1\",\"originalFileName\":\"Regista.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/701bb53a-bad1-43e3-9eec-e08058fbbfdc.pdf\",\"digitalized\":true,\"fileResourceId\":4023,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"Documentele - Registratură electronică\",\"serie_numar_document\":\"05/9/25, 9:59 AM\",\"data_document\":\"2025-09-04\",\"valoare_totala\":0.0,\"rezumat\":\"Lista de documente emise de Primăria Matca pentru diverse servicii și cererile clienți.\",\"documente_referentiate\":[]},{\"id\":\"313a85e3-e4fe-49b2-a66f-41b8f487cc35\",\"originalFileName\":\"Regista.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/e7584e8b-9cc6-4b91-834a-11a331583aef.pdf\",\"digitalized\":true,\"fileResourceId\":4024,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"Documente - Registratură electronică\",\"serie_numar_document\":\"326\",\"data_document\":\"2025-09-05\",\"valoare_totala\":0.0,\"rezumat\":\"Lista de documente emise de Primăria Matca pentru diverse servicii și cererile locale.\",\"documente_referentiate\":[]},{\"id\":\"c30e4c4b-6fcd-4872-b633-f066153111bc\",\"originalFileName\":\"CV.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/1121296e-0f8f-4735-b7d6-0fbf8930c77d.pdf\",\"digitalized\":true,\"fileResourceId\":4025,\"nume_beneficiar\":\"Rareș-Gabrie Petrișor\",\"nume_furnizor\":\"\",\"tip_document\":\"Curriculum Vitae\",\"serie_numar_document\":\"\",\"data_document\":\"2025-09-08\",\"valoare_totala\":0.0,\"rezumat\":\"Documentul prezintă curriculumul academic și profesional al lui Rareș-Gabrie Petrișor, incluzând educație, domenii de interes personale, competențe tehnice și proiecte relevante.\",\"documente_referentiate\":[]},{\"id\":\"2130e229-d4a9-4581-a588-d65eb3424619\",\"originalFileName\":\"CV.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/6345000d-a8ea-4642-8cfa-0428868745bd.pdf\",\"digitalized\":true,\"fileResourceId\":4026,\"nume_beneficiar\":\"Rareș-Gabrie Petrișor\",\"nume_furnizor\":\"\",\"tip_document\":\"Curriculum Vitae\",\"serie_numar_document\":\"\",\"data_document\":\"2025-09-08\",\"valoare_totala\":0.0,\"rezumat\":\"Documentul prezintă curriculumul academic și profesional al lui Rareș-Gabrie Petrișor, incluzând educație, domenii de interes personal, competențe tehnice și proiectele realizate.\",\"documente_referentiate\":[]},{\"id\":\"dd3e0531-708a-47bc-b083-39ec73e1e6dd\",\"originalFileName\":\"Proces_Verbal_Instruire_varfu campului.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/e6f25e48-1388-4f53-8cb6-4a10af24c128.pdf\",\"digitalized\":true,\"fileResourceId\":3947,\"nume_beneficiar\":\"\",\"nume_furnizor\":\"\",\"tip_document\":\"proces verbal de instruire\",\"serie_numar_document\":\"\",\"data_document\":\"2025-09-02\",\"valoare_totala\":0.0,\"rezumat\":\"Proces-verbal pentru instruirea angajaților comunei Vârfu Câmpului privind utilizarea aplicației eGovernance.\",\"documente_referentiate\":[]},{\"id\":\"baee7cab-7c46-4637-afcb-dd59b9a09467\",\"originalFileName\":\"Proces verbal de predare_URBIOLED_VARFU CAMPULUI.pdf\",\"fileOrigin\":\"qa\",\"originalFilePath\":\"/home/rocky/AI/java/digital-doc/pdf/qa/888bf69d-294d-4cf1-abae-213e073d5cc3.pdf\",\"digitalized\":true,\"fileResourceId\":3948,\"nume_beneficiar\":\"PRIMĂRIA COMUNEI VÂRFU CÂMPULUI\",\"nume_furnizor\":\"URBIOLED SRL\",\"tip_document\":\"Proces verbal de predare-primire\",\"serie_numar_document\":\"\",\"data_document\":\"2025-09-02\",\"valoare_totala\":0.0,\"rezumat\":\"Între URBIOLED şi PRIMĂRIA COMUNEI VÂNRFU CÂMPULUI, privind predarea unei imprimante Brother QL-820NWBC si unui rol continuu de film original Brother.\",\"documente_referentiate\":[]}]}\nMesaje recente:\nuser: ce documente avem anu asta?\nÎntrebare curentă:\nce documente avem anu asta?\nContext end."
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the response :
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