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  106. Get Started
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  136. <li class="md-nav__item">
  137. <a href="../LLamaModel/parameters/" class="md-nav__link">
  138. Model Parameters
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  142. <a href="../LLamaModel/tokenization/" class="md-nav__link">
  143. Tokenization
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  147. <a href="../LLamaModel/embeddings/" class="md-nav__link">
  148. Get Embeddings
  149. </a>
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  152. <a href="../LLamaModel/quantization/" class="md-nav__link">
  153. Quantization
  154. </a>
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  157. <a href="../LLamaModel/save-load-state/" class="md-nav__link">
  158. Save/Load State
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  173. LLamaExecutors
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  176. <li class="md-nav__item">
  177. <a href="../LLamaExecutors/parameters/" class="md-nav__link">
  178. Inference Parameters
  179. </a>
  180. </li>
  181. <li class="md-nav__item">
  182. <a href="../LLamaExecutors/text-to-text-apis/" class="md-nav__link">
  183. Text-to-Text APIs
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  188. Save/Load State
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  193. Differences of Executors
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  202. ChatSession
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  213. Basic Usages
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  217. <a href="../ChatSession/transforms/" class="md-nav__link">
  218. Transoforms
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  223. Save/Load Session
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  238. Non-English Usages
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  252. High-level Applications
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  258. High-level Applications
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  262. <a href="../HighLevelApps/bot-sharp/" class="md-nav__link">
  263. BotSharp
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  268. </li>
  269. <li class="md-nav__item md-nav__item--nested">
  270. <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_11" >
  271. <label class="md-nav__link" for="__nav_11" id="__nav_11_label" tabindex="0">
  272. More
  273. <span class="md-nav__icon md-icon"></span>
  274. </label>
  275. <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_11_label" aria-expanded="false">
  276. <label class="md-nav__title" for="__nav_11">
  277. <span class="md-nav__icon md-icon"></span>
  278. More
  279. </label>
  280. <ul class="md-nav__list" data-md-scrollfix>
  281. <li class="md-nav__item">
  282. <a href="../More/log/" class="md-nav__link">
  283. Logger
  284. </a>
  285. </li>
  286. </ul>
  287. </nav>
  288. </li>
  289. <li class="md-nav__item md-nav__item--nested">
  290. <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_12" >
  291. <label class="md-nav__link" for="__nav_12" id="__nav_12_label" tabindex="0">
  292. Examples
  293. <span class="md-nav__icon md-icon"></span>
  294. </label>
  295. <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_12_label" aria-expanded="false">
  296. <label class="md-nav__title" for="__nav_12">
  297. <span class="md-nav__icon md-icon"></span>
  298. Examples
  299. </label>
  300. <ul class="md-nav__list" data-md-scrollfix>
  301. <li class="md-nav__item">
  302. <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
  303. Chat session 1
  304. </a>
  305. </li>
  306. <li class="md-nav__item">
  307. <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
  308. Chat session 2
  309. </a>
  310. </li>
  311. <li class="md-nav__item">
  312. <a href="../Examples/GetEmbeddings/" class="md-nav__link">
  313. Get embeddings
  314. </a>
  315. </li>
  316. <li class="md-nav__item">
  317. <a href="../Examples/InstructModeExecute/" class="md-nav__link">
  318. Instruct executor
  319. </a>
  320. </li>
  321. <li class="md-nav__item">
  322. <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
  323. Interactive executor
  324. </a>
  325. </li>
  326. <li class="md-nav__item">
  327. <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
  328. Stateless exeutor
  329. </a>
  330. </li>
  331. <li class="md-nav__item">
  332. <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
  333. Load/Save session
  334. </a>
  335. </li>
  336. <li class="md-nav__item">
  337. <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
  338. Load/Save state
  339. </a>
  340. </li>
  341. <li class="md-nav__item">
  342. <a href="../Examples/QuantizeModel/" class="md-nav__link">
  343. Quantize model
  344. </a>
  345. </li>
  346. </ul>
  347. </nav>
  348. </li>
  349. <li class="md-nav__item md-nav__item--active md-nav__item--nested">
  350. <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_13" checked>
  351. <label class="md-nav__link" for="__nav_13" id="__nav_13_label" tabindex="0">
  352. API Reference
  353. <span class="md-nav__icon md-icon"></span>
  354. </label>
  355. <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_13_label" aria-expanded="true">
  356. <label class="md-nav__title" for="__nav_13">
  357. <span class="md-nav__icon md-icon"></span>
  358. API Reference
  359. </label>
  360. <ul class="md-nav__list" data-md-scrollfix>
  361. <li class="md-nav__item md-nav__item--active">
  362. <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
  363. <label class="md-nav__link md-nav__link--active" for="__toc">
  364. index
  365. <span class="md-nav__icon md-icon"></span>
  366. </label>
  367. <a href="./" class="md-nav__link md-nav__link--active">
  368. index
  369. </a>
  370. <nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  371. <label class="md-nav__title" for="__toc">
  372. <span class="md-nav__icon md-icon"></span>
  373. Table of contents
  374. </label>
  375. <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
  376. <li class="md-nav__item">
  377. <a href="#llama" class="md-nav__link">
  378. LLama
  379. </a>
  380. </li>
  381. <li class="md-nav__item">
  382. <a href="#llamaabstractions" class="md-nav__link">
  383. LLama.Abstractions
  384. </a>
  385. </li>
  386. <li class="md-nav__item">
  387. <a href="#llamacommon" class="md-nav__link">
  388. LLama.Common
  389. </a>
  390. </li>
  391. <li class="md-nav__item">
  392. <a href="#llamaexceptions" class="md-nav__link">
  393. LLama.Exceptions
  394. </a>
  395. </li>
  396. <li class="md-nav__item">
  397. <a href="#llamaextensions" class="md-nav__link">
  398. LLama.Extensions
  399. </a>
  400. </li>
  401. <li class="md-nav__item">
  402. <a href="#llamanative" class="md-nav__link">
  403. LLama.Native
  404. </a>
  405. </li>
  406. <li class="md-nav__item">
  407. <a href="#llamaoldversion" class="md-nav__link">
  408. LLama.OldVersion
  409. </a>
  410. </li>
  411. </ul>
  412. </nav>
  413. </li>
  414. <li class="md-nav__item">
  415. <a href="llama.abstractions.ihistorytransform/" class="md-nav__link">
  416. llama.abstractions.ihistorytransform
  417. </a>
  418. </li>
  419. <li class="md-nav__item">
  420. <a href="llama.abstractions.illamaexecutor/" class="md-nav__link">
  421. llama.abstractions.illamaexecutor
  422. </a>
  423. </li>
  424. <li class="md-nav__item">
  425. <a href="llama.abstractions.itextstreamtransform/" class="md-nav__link">
  426. llama.abstractions.itextstreamtransform
  427. </a>
  428. </li>
  429. <li class="md-nav__item">
  430. <a href="llama.abstractions.itexttransform/" class="md-nav__link">
  431. llama.abstractions.itexttransform
  432. </a>
  433. </li>
  434. <li class="md-nav__item">
  435. <a href="llama.chatsession/" class="md-nav__link">
  436. llama.chatsession
  437. </a>
  438. </li>
  439. <li class="md-nav__item">
  440. <a href="llama.common.authorrole/" class="md-nav__link">
  441. llama.common.authorrole
  442. </a>
  443. </li>
  444. <li class="md-nav__item">
  445. <a href="llama.common.chathistory/" class="md-nav__link">
  446. llama.common.chathistory
  447. </a>
  448. </li>
  449. <li class="md-nav__item">
  450. <a href="llama.common.fixedsizequeue-1/" class="md-nav__link">
  451. llama.common.fixedsizequeue-1
  452. </a>
  453. </li>
  454. <li class="md-nav__item">
  455. <a href="llama.common.illamalogger/" class="md-nav__link">
  456. llama.common.illamalogger
  457. </a>
  458. </li>
  459. <li class="md-nav__item">
  460. <a href="llama.common.inferenceparams/" class="md-nav__link">
  461. llama.common.inferenceparams
  462. </a>
  463. </li>
  464. <li class="md-nav__item">
  465. <a href="llama.common.llamadefaultlogger/" class="md-nav__link">
  466. llama.common.llamadefaultlogger
  467. </a>
  468. </li>
  469. <li class="md-nav__item">
  470. <a href="llama.common.mirostatetype/" class="md-nav__link">
  471. llama.common.mirostatetype
  472. </a>
  473. </li>
  474. <li class="md-nav__item">
  475. <a href="llama.common.modelparams/" class="md-nav__link">
  476. llama.common.modelparams
  477. </a>
  478. </li>
  479. <li class="md-nav__item">
  480. <a href="llama.exceptions.runtimeerror/" class="md-nav__link">
  481. llama.exceptions.runtimeerror
  482. </a>
  483. </li>
  484. <li class="md-nav__item">
  485. <a href="llama.extensions.dictionaryextension/" class="md-nav__link">
  486. llama.extensions.dictionaryextension
  487. </a>
  488. </li>
  489. <li class="md-nav__item">
  490. <a href="llama.instructexecutor/" class="md-nav__link">
  491. llama.instructexecutor
  492. </a>
  493. </li>
  494. <li class="md-nav__item">
  495. <a href="llama.interactiveexecutor/" class="md-nav__link">
  496. llama.interactiveexecutor
  497. </a>
  498. </li>
  499. <li class="md-nav__item">
  500. <a href="llama.llamaembedder/" class="md-nav__link">
  501. llama.llamaembedder
  502. </a>
  503. </li>
  504. <li class="md-nav__item">
  505. <a href="llama.llamamodel/" class="md-nav__link">
  506. llama.llamamodel
  507. </a>
  508. </li>
  509. <li class="md-nav__item">
  510. <a href="llama.llamaquantizer/" class="md-nav__link">
  511. llama.llamaquantizer
  512. </a>
  513. </li>
  514. <li class="md-nav__item">
  515. <a href="llama.llamatransforms/" class="md-nav__link">
  516. llama.llamatransforms
  517. </a>
  518. </li>
  519. <li class="md-nav__item">
  520. <a href="llama.native.llamacontextparams/" class="md-nav__link">
  521. llama.native.llamacontextparams
  522. </a>
  523. </li>
  524. <li class="md-nav__item">
  525. <a href="llama.native.llamaftype/" class="md-nav__link">
  526. llama.native.llamaftype
  527. </a>
  528. </li>
  529. <li class="md-nav__item">
  530. <a href="llama.native.llamatokendata/" class="md-nav__link">
  531. llama.native.llamatokendata
  532. </a>
  533. </li>
  534. <li class="md-nav__item">
  535. <a href="llama.native.llamatokendataarray/" class="md-nav__link">
  536. llama.native.llamatokendataarray
  537. </a>
  538. </li>
  539. <li class="md-nav__item">
  540. <a href="llama.native.llamatokendataarraynative/" class="md-nav__link">
  541. llama.native.llamatokendataarraynative
  542. </a>
  543. </li>
  544. <li class="md-nav__item">
  545. <a href="llama.native.nativeapi/" class="md-nav__link">
  546. llama.native.nativeapi
  547. </a>
  548. </li>
  549. <li class="md-nav__item">
  550. <a href="llama.native.safellamacontexthandle/" class="md-nav__link">
  551. llama.native.safellamacontexthandle
  552. </a>
  553. </li>
  554. <li class="md-nav__item">
  555. <a href="llama.native.safellamahandlebase/" class="md-nav__link">
  556. llama.native.safellamahandlebase
  557. </a>
  558. </li>
  559. <li class="md-nav__item">
  560. <a href="llama.oldversion.chatcompletion/" class="md-nav__link">
  561. llama.oldversion.chatcompletion
  562. </a>
  563. </li>
  564. <li class="md-nav__item">
  565. <a href="llama.oldversion.chatcompletionchoice/" class="md-nav__link">
  566. llama.oldversion.chatcompletionchoice
  567. </a>
  568. </li>
  569. <li class="md-nav__item">
  570. <a href="llama.oldversion.chatcompletionchunk/" class="md-nav__link">
  571. llama.oldversion.chatcompletionchunk
  572. </a>
  573. </li>
  574. <li class="md-nav__item">
  575. <a href="llama.oldversion.chatcompletionchunkchoice/" class="md-nav__link">
  576. llama.oldversion.chatcompletionchunkchoice
  577. </a>
  578. </li>
  579. <li class="md-nav__item">
  580. <a href="llama.oldversion.chatcompletionchunkdelta/" class="md-nav__link">
  581. llama.oldversion.chatcompletionchunkdelta
  582. </a>
  583. </li>
  584. <li class="md-nav__item">
  585. <a href="llama.oldversion.chatcompletionmessage/" class="md-nav__link">
  586. llama.oldversion.chatcompletionmessage
  587. </a>
  588. </li>
  589. <li class="md-nav__item">
  590. <a href="llama.oldversion.chatmessagerecord/" class="md-nav__link">
  591. llama.oldversion.chatmessagerecord
  592. </a>
  593. </li>
  594. <li class="md-nav__item">
  595. <a href="llama.oldversion.chatrole/" class="md-nav__link">
  596. llama.oldversion.chatrole
  597. </a>
  598. </li>
  599. <li class="md-nav__item">
  600. <a href="llama.oldversion.chatsession-1/" class="md-nav__link">
  601. llama.oldversion.chatsession-1
  602. </a>
  603. </li>
  604. <li class="md-nav__item">
  605. <a href="llama.oldversion.completion/" class="md-nav__link">
  606. llama.oldversion.completion
  607. </a>
  608. </li>
  609. <li class="md-nav__item">
  610. <a href="llama.oldversion.completionchoice/" class="md-nav__link">
  611. llama.oldversion.completionchoice
  612. </a>
  613. </li>
  614. <li class="md-nav__item">
  615. <a href="llama.oldversion.completionchunk/" class="md-nav__link">
  616. llama.oldversion.completionchunk
  617. </a>
  618. </li>
  619. <li class="md-nav__item">
  620. <a href="llama.oldversion.completionlogprobs/" class="md-nav__link">
  621. llama.oldversion.completionlogprobs
  622. </a>
  623. </li>
  624. <li class="md-nav__item">
  625. <a href="llama.oldversion.completionusage/" class="md-nav__link">
  626. llama.oldversion.completionusage
  627. </a>
  628. </li>
  629. <li class="md-nav__item">
  630. <a href="llama.oldversion.embedding/" class="md-nav__link">
  631. llama.oldversion.embedding
  632. </a>
  633. </li>
  634. <li class="md-nav__item">
  635. <a href="llama.oldversion.embeddingdata/" class="md-nav__link">
  636. llama.oldversion.embeddingdata
  637. </a>
  638. </li>
  639. <li class="md-nav__item">
  640. <a href="llama.oldversion.embeddingusage/" class="md-nav__link">
  641. llama.oldversion.embeddingusage
  642. </a>
  643. </li>
  644. <li class="md-nav__item">
  645. <a href="llama.oldversion.ichatmodel/" class="md-nav__link">
  646. llama.oldversion.ichatmodel
  647. </a>
  648. </li>
  649. <li class="md-nav__item">
  650. <a href="llama.oldversion.llamaembedder/" class="md-nav__link">
  651. llama.oldversion.llamaembedder
  652. </a>
  653. </li>
  654. <li class="md-nav__item">
  655. <a href="llama.oldversion.llamamodel/" class="md-nav__link">
  656. llama.oldversion.llamamodel
  657. </a>
  658. </li>
  659. <li class="md-nav__item">
  660. <a href="llama.oldversion.llamaparams/" class="md-nav__link">
  661. llama.oldversion.llamaparams
  662. </a>
  663. </li>
  664. <li class="md-nav__item">
  665. <a href="llama.resettablellamamodel/" class="md-nav__link">
  666. llama.resettablellamamodel
  667. </a>
  668. </li>
  669. <li class="md-nav__item">
  670. <a href="llama.statefulexecutorbase/" class="md-nav__link">
  671. llama.statefulexecutorbase
  672. </a>
  673. </li>
  674. <li class="md-nav__item">
  675. <a href="llama.statelessexecutor/" class="md-nav__link">
  676. llama.statelessexecutor
  677. </a>
  678. </li>
  679. </ul>
  680. </nav>
  681. </li>
  682. </ul>
  683. </nav>
  684. </div>
  685. </div>
  686. </div>
  687. <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
  688. <div class="md-sidebar__scrollwrap">
  689. <div class="md-sidebar__inner">
  690. <nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  691. <label class="md-nav__title" for="__toc">
  692. <span class="md-nav__icon md-icon"></span>
  693. Table of contents
  694. </label>
  695. <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
  696. <li class="md-nav__item">
  697. <a href="#llama" class="md-nav__link">
  698. LLama
  699. </a>
  700. </li>
  701. <li class="md-nav__item">
  702. <a href="#llamaabstractions" class="md-nav__link">
  703. LLama.Abstractions
  704. </a>
  705. </li>
  706. <li class="md-nav__item">
  707. <a href="#llamacommon" class="md-nav__link">
  708. LLama.Common
  709. </a>
  710. </li>
  711. <li class="md-nav__item">
  712. <a href="#llamaexceptions" class="md-nav__link">
  713. LLama.Exceptions
  714. </a>
  715. </li>
  716. <li class="md-nav__item">
  717. <a href="#llamaextensions" class="md-nav__link">
  718. LLama.Extensions
  719. </a>
  720. </li>
  721. <li class="md-nav__item">
  722. <a href="#llamanative" class="md-nav__link">
  723. LLama.Native
  724. </a>
  725. </li>
  726. <li class="md-nav__item">
  727. <a href="#llamaoldversion" class="md-nav__link">
  728. LLama.OldVersion
  729. </a>
  730. </li>
  731. </ul>
  732. </nav>
  733. </div>
  734. </div>
  735. </div>
  736. <div class="md-content" data-md-component="content">
  737. <article class="md-content__inner md-typeset">
  738. <h1 id="llamasharp">LLamaSharp</h1>
  739. <h2 id="llama">LLama</h2>
  740. <p><a href="llama.chatsession/">ChatSession</a></p>
  741. <p><a href="llama.instructexecutor/">InstructExecutor</a></p>
  742. <p><a href="llama.interactiveexecutor/">InteractiveExecutor</a></p>
  743. <p><a href="llama.llamaembedder/">LLamaEmbedder</a></p>
  744. <p><a href="llama.llamamodel/">LLamaModel</a></p>
  745. <p><a href="llama.llamaquantizer/">LLamaQuantizer</a></p>
  746. <p><a href="llama.llamatransforms/">LLamaTransforms</a></p>
  747. <p><a href="llama.resettablellamamodel/">ResettableLLamaModel</a></p>
  748. <p><a href="llama.statefulexecutorbase/">StatefulExecutorBase</a></p>
  749. <p><a href="llama.statelessexecutor/">StatelessExecutor</a></p>
  750. <h2 id="llamaabstractions">LLama.Abstractions</h2>
  751. <p><a href="llama.abstractions.ihistorytransform/">IHistoryTransform</a></p>
  752. <p><a href="llama.abstractions.illamaexecutor/">ILLamaExecutor</a></p>
  753. <p><a href="llama.abstractions.itextstreamtransform/">ITextStreamTransform</a></p>
  754. <p><a href="llama.abstractions.itexttransform/">ITextTransform</a></p>
  755. <h2 id="llamacommon">LLama.Common</h2>
  756. <p><a href="llama.common.authorrole/">AuthorRole</a></p>
  757. <p><a href="llama.common.chathistory/">ChatHistory</a></p>
  758. <p><a href="llama.common.fixedsizequeue-1/">FixedSizeQueue&lt;T&gt;</a></p>
  759. <p><a href="llama.common.illamalogger/">ILLamaLogger</a></p>
  760. <p><a href="llama.common.inferenceparams/">InferenceParams</a></p>
  761. <p><a href="llama.common.llamadefaultlogger/">LLamaDefaultLogger</a></p>
  762. <p><a href="llama.common.mirostatetype/">MiroStateType</a></p>
  763. <p><a href="llama.common.modelparams/">ModelParams</a></p>
  764. <h2 id="llamaexceptions">LLama.Exceptions</h2>
  765. <p><a href="llama.exceptions.runtimeerror/">RuntimeError</a></p>
  766. <h2 id="llamaextensions">LLama.Extensions</h2>
  767. <p><a href="llama.extensions.dictionaryextension/">DictionaryExtension</a></p>
  768. <h2 id="llamanative">LLama.Native</h2>
  769. <p><a href="llama.native.llamacontextparams/">LLamaContextParams</a></p>
  770. <p><a href="llama.native.llamaftype/">LLamaFtype</a></p>
  771. <p><a href="llama.native.llamatokendata/">LLamaTokenData</a></p>
  772. <p><a href="llama.native.llamatokendataarray/">LLamaTokenDataArray</a></p>
  773. <p><a href="llama.native.llamatokendataarraynative/">LLamaTokenDataArrayNative</a></p>
  774. <p><a href="llama.native.nativeapi/">NativeApi</a></p>
  775. <p><a href="llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a></p>
  776. <p><a href="llama.native.safellamahandlebase/">SafeLLamaHandleBase</a></p>
  777. <h2 id="llamaoldversion">LLama.OldVersion</h2>
  778. <p><a href="llama.oldversion.chatcompletion/">ChatCompletion</a></p>
  779. <p><a href="llama.oldversion.chatcompletionchoice/">ChatCompletionChoice</a></p>
  780. <p><a href="llama.oldversion.chatcompletionchunk/">ChatCompletionChunk</a></p>
  781. <p><a href="llama.oldversion.chatcompletionchunkchoice/">ChatCompletionChunkChoice</a></p>
  782. <p><a href="llama.oldversion.chatcompletionchunkdelta/">ChatCompletionChunkDelta</a></p>
  783. <p><a href="llama.oldversion.chatcompletionmessage/">ChatCompletionMessage</a></p>
  784. <p><a href="llama.oldversion.chatmessagerecord/">ChatMessageRecord</a></p>
  785. <p><a href="llama.oldversion.chatrole/">ChatRole</a></p>
  786. <p><a href="llama.oldversion.chatsession-1/">ChatSession&lt;T&gt;</a></p>
  787. <p><a href="llama.oldversion.completion/">Completion</a></p>
  788. <p><a href="llama.oldversion.completionchoice/">CompletionChoice</a></p>
  789. <p><a href="llama.oldversion.completionchunk/">CompletionChunk</a></p>
  790. <p><a href="llama.oldversion.completionlogprobs/">CompletionLogprobs</a></p>
  791. <p><a href="llama.oldversion.completionusage/">CompletionUsage</a></p>
  792. <p><a href="llama.oldversion.embedding/">Embedding</a></p>
  793. <p><a href="llama.oldversion.embeddingdata/">EmbeddingData</a></p>
  794. <p><a href="llama.oldversion.embeddingusage/">EmbeddingUsage</a></p>
  795. <p><a href="llama.oldversion.ichatmodel/">IChatModel</a></p>
  796. <p><a href="llama.oldversion.llamaembedder/">LLamaEmbedder</a></p>
  797. <p><a href="llama.oldversion.llamamodel/">LLamaModel</a></p>
  798. <p><a href="llama.oldversion.llamaparams/">LLamaParams</a></p>
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C#/.NET上易用的LLM高性能推理框架,支持LLaMA和LLaVA系列模型。

Contributors (1)