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server: introduce API for serving / loading / unloading multiple models (#17470)
* server: add model management and proxy * fix compile error * does this fix windows? * fix windows build * use subprocess.h, better logging * add test * fix windows * feat: Model/Router server architecture WIP * more stable * fix unsafe pointer * also allow terminate loading model * add is_active() * refactor: Architecture improvements * tmp apply upstream fix * address most problems * address thread safety issue * address review comment * add docs (first version) * address review comment * feat: Improved UX for model information, modality interactions etc * chore: update webui build output * refactor: Use only the message data `model` property for displaying model used info * chore: update webui build output * add --models-dir param * feat: New Model Selection UX WIP * chore: update webui build output * feat: Add auto-mic setting * feat: Attachments UX improvements * implement LRU * remove default model path * better --models-dir * add env for args * address review comments * fix compile * refactor: Chat Form Submit component * ad endpoint docs * Merge remote-tracking branch 'webui/allozaur/server_model_management_v1_2' into xsn/server_model_maagement_v1_2 Co-authored-by: Aleksander <aleksander.grygier@gmail.com> * feat: Add copy to clipboard to model name in model info dialog * feat: Model unavailable UI state for model selector * feat: Chat Form Actions UI logic improvements * feat: Auto-select model from last assistant response * chore: update webui build output * expose args and exit_code in API * add note * support extra_args on loading model * allow reusing args if auto_load * typo docs * oai-compat /models endpoint * cleaner * address review comments * feat: Use `model` property for displaying the `repo/model-name` naming format * refactor: Attachments data * chore: update webui build output * refactor: Enum imports * feat: Improve Model Selector responsiveness * chore: update webui build output * refactor: Cleanup * refactor: Cleanup * refactor: Formatters * chore: update webui build output * refactor: Copy To Clipboard Icon component * chore: update webui build output * refactor: Cleanup * chore: update webui build output * refactor: UI badges * chore: update webui build output * refactor: Cleanup * refactor: Cleanup * chore: update webui build output * add --models-allow-extra-args for security * nits * add stdin_file * fix merge * fix: Retrieve lost setting after resolving merge conflict * refactor: DatabaseStore -> DatabaseService * refactor: Database, Conversations & Chat services + stores architecture improvements (WIP) * refactor: Remove redundant settings * refactor: Multi-model business logic WIP * chore: update webui build output * feat: Switching models logic for ChatForm or when regenerating messges + modality detection logic * chore: update webui build output * fix: Add `untrack` inside chat processing info data logic to prevent infinite effect * fix: Regenerate * feat: Remove redundant settigns + rearrange * fix: Audio attachments * refactor: Icons * chore: update webui build output * feat: Model management and selection features WIP * chore: update webui build output * refactor: Improve server properties management * refactor: Icons * chore: update webui build output * feat: Improve model loading/unloading status updates * chore: update webui build output * refactor: Improve API header management via utility functions * remove support for extra args * set hf_repo/docker_repo as model alias when posible * refactor: Remove ConversationsService * refactor: Chat requests abort handling * refactor: Server store * tmp webui build * refactor: Model modality handling * chore: update webui build output * refactor: Processing state reactivity * fix: UI * refactor: Services/Stores syntax + logic improvements Refactors components to access stores directly instead of using exported getter functions. This change centralizes store access and logic, simplifying component code and improving maintainability by reducing the number of exported functions and promoting direct store interaction. Removes exported getter functions from `chat.svelte.ts`, `conversations.svelte.ts`, `models.svelte.ts` and `settings.svelte.ts`. * refactor: Architecture cleanup * feat: Improve statistic badges * feat: Condition available models based on modality + better model loading strategy & UX * docs: Architecture documentation * feat: Update logic for PDF as Image * add TODO for http client * refactor: Enhance model info and attachment handling * chore: update webui build output * refactor: Components naming * chore: update webui build output * refactor: Cleanup * refactor: DRY `getAttachmentDisplayItems` function + fix UI * chore: update webui build output * fix: Modality detection improvement for text-based PDF attachments * refactor: Cleanup * docs: Add info comment * refactor: Cleanup * re * refactor: Cleanup * refactor: Cleanup * feat: Attachment logic & UI improvements * refactor: Constants * feat: Improve UI sidebar background color * chore: update webui build output * refactor: Utils imports + move types to `app.d.ts` * test: Fix Storybook mocks * chore: update webui build output * test: Update Chat Form UI tests * refactor: Tooltip Provider from core layout * refactor: Tests to separate location * decouple server_models from server_routes * test: Move demo test to tests/server * refactor: Remove redundant method * chore: update webui build output * also route anthropic endpoints * fix duplicated arg * fix invalid ptr to shutdown_handler * server : minor * rm unused fn * add ?autoload=true|false query param * refactor: Remove redundant code * docs: Update README documentations + architecture & data flow diagrams * fix: Disable autoload on calling server props for the model * chore: update webui build output * fix ubuntu build * fix: Model status reactivity * fix: Modality detection for MODEL mode * chore: update webui build output --------- Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
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178 changed files with 11643 additions and 4356 deletions
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@ -4,7 +4,6 @@ export const SETTING_CONFIG_DEFAULT: Record<string, string | number | boolean> =
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apiKey: '',
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systemMessage: '',
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theme: 'system',
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showTokensPerSecond: false,
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showThoughtInProgress: false,
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showToolCalls: false,
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disableReasoningFormat: false,
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@ -13,10 +12,9 @@ export const SETTING_CONFIG_DEFAULT: Record<string, string | number | boolean> =
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askForTitleConfirmation: false,
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pasteLongTextToFileLen: 2500,
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pdfAsImage: false,
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showModelInfo: false,
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disableAutoScroll: false,
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renderUserContentAsMarkdown: false,
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modelSelectorEnabled: false,
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autoMicOnEmpty: false,
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// make sure these default values are in sync with `common.h`
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samplers: 'top_k;typ_p;top_p;min_p;temperature',
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temperature: 0.8,
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@ -81,7 +79,6 @@ export const SETTING_CONFIG_INFO: Record<string, string> = {
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'DRY sampling reduces repetition in generated text even across long contexts. This parameter sets DRY penalty for the last n tokens.',
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max_tokens: 'The maximum number of token per output. Use -1 for infinite (no limit).',
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custom: 'Custom JSON parameters to send to the API. Must be valid JSON format.',
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showTokensPerSecond: 'Display generation speed in tokens per second during streaming.',
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showThoughtInProgress: 'Expand thought process by default when generating messages.',
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showToolCalls:
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'Display tool call labels and payloads from Harmony-compatible delta.tool_calls data below assistant messages.',
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@ -92,13 +89,13 @@ export const SETTING_CONFIG_INFO: Record<string, string> = {
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'Display generation statistics (tokens/second, token count, duration) below each assistant message.',
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askForTitleConfirmation:
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'Ask for confirmation before automatically changing conversation title when editing the first message.',
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pdfAsImage: 'Parse PDF as image instead of text (requires vision-capable model).',
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showModelInfo: 'Display the model name used to generate each message below the message content.',
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pdfAsImage:
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'Parse PDF as image instead of text. Automatically falls back to text processing for non-vision models.',
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disableAutoScroll:
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'Disable automatic scrolling while messages stream so you can control the viewport position manually.',
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renderUserContentAsMarkdown: 'Render user messages using markdown formatting in the chat.',
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modelSelectorEnabled:
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'Enable the model selector in the chat input to choose the inference model. Sends the associated model field in API requests.',
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autoMicOnEmpty:
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'Automatically show microphone button instead of send button when textarea is empty for models with audio modality support.',
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pyInterpreterEnabled:
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'Enable Python interpreter using Pyodide. Allows running Python code in markdown code blocks.',
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enableContinueGeneration:
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