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	<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{"title":"generation/streamers","local":"generationstreamers","sections":[{"title":"generation/streamers.TextStreamer","local":"generationstreamerstextstreamer","sections":[{"title":"new TextStreamer(tokenizer, options)","local":"new-textstreamertokenizer-options","sections":[],"depth":3},{"title":"textStreamer.put(value)","local":"textstreamerputvalue","sections":[],"depth":3},{"title":"textStreamer.end()","local":"textstreamerend","sections":[],"depth":3},{"title":"textStreamer.on_finalized_text(text, stream_end)","local":"textstreameronfinalizedtexttext-streamend","sections":[],"depth":3}],"depth":2},{"title":"generation/streamers.WhisperTextStreamer","local":"generationstreamerswhispertextstreamer","sections":[{"title":"new WhisperTextStreamer(tokenizer, options)","local":"new-whispertextstreamertokenizer-options","sections":[],"depth":3},{"title":"whisperTextStreamer.put(value)","local":"whispertextstreamerputvalue","sections":[],"depth":3}],"depth":2}],"depth":1}">
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	<link rel="modulepreload" href="/docs/transformers.js/pr_1113/en/_app/immutable/chunks/EditOnGithub.48fa589f.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"generation/streamers","local":"generationstreamers","sections":[{"title":"generation/streamers.TextStreamer","local":"generationstreamerstextstreamer","sections":[{"title":"new TextStreamer(tokenizer, options)","local":"new-textstreamertokenizer-options","sections":[],"depth":3},{"title":"textStreamer.put(value)","local":"textstreamerputvalue","sections":[],"depth":3},{"title":"textStreamer.end()","local":"textstreamerend","sections":[],"depth":3},{"title":"textStreamer.on_finalized_text(text, stream_end)","local":"textstreameronfinalizedtexttext-streamend","sections":[],"depth":3}],"depth":2},{"title":"generation/streamers.WhisperTextStreamer","local":"generationstreamerswhispertextstreamer","sections":[{"title":"new WhisperTextStreamer(tokenizer, options)","local":"new-whispertextstreamertokenizer-options","sections":[],"depth":3},{"title":"whisperTextStreamer.put(value)","local":"whispertextstreamerputvalue","sections":[],"depth":3}],"depth":2}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <a id="module_generation/streamers" class="group"></a> <h1 class="relative group"><a id="generationstreamers" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#generationstreamers"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>generation/streamers</span></h1> <ul data-svelte-h="svelte-1b6jzte"><li><a href="#module_generation/streamers">generation/streamers</a><ul><li><a href="#module_generation/streamers.TextStreamer">.TextStreamer</a><ul><li><a href="#new_module_generation/streamers.TextStreamer_new"><code>new TextStreamer(tokenizer, options)</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+put"><code>.put(value)</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+end"><code>.end()</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+on_finalized_text"><code>.on_finalized_text(text, stream_end)</code></a></li></ul></li> <li><a href="#module_generation/streamers.WhisperTextStreamer">.WhisperTextStreamer</a><ul><li><a href="#new_module_generation/streamers.WhisperTextStreamer_new"><code>new WhisperTextStreamer(tokenizer, options)</code></a></li> <li><a href="#module_generation/streamers.WhisperTextStreamer+put"><code>.put(value)</code></a></li></ul></li></ul></li></ul> <hr> <a id="module_generation/streamers.TextStreamer" class="group"></a> <h2 class="relative group"><a id="generationstreamerstextstreamer" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#generationstreamerstextstreamer"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>generation/streamers.TextStreamer</span></h2> <p data-svelte-h="svelte-5jvlz5">Simple text streamer that prints the token(s) to stdout as soon as entire words are formed.</p> <p data-svelte-h="svelte-223dj8"><strong>Kind</strong>: static class of <a href="#module_generation/streamers"><code>generation/streamers</code></a></p> <ul data-svelte-h="svelte-1m22woc"><li><a href="#module_generation/streamers.TextStreamer">.TextStreamer</a><ul><li><a href="#new_module_generation/streamers.TextStreamer_new"><code>new TextStreamer(tokenizer, options)</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+put"><code>.put(value)</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+end"><code>.end()</code></a></li> <li><a href="#module_generation/streamers.TextStreamer+on_finalized_text"><code>.on_finalized_text(text, stream_end)</code></a></li></ul></li></ul> <hr> <a id="new_module_generation/streamers.TextStreamer_new" class="group"></a> <h3 class="relative group"><a id="new-textstreamertokenizer-options" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#new-textstreamertokenizer-options"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>new TextStreamer(tokenizer, options)</span></h3> <table data-svelte-h="svelte-kzh54w"><thead><tr><th>Param</th><th>Type</th><th>Default</th><th>Description</th></tr></thead> <tbody><tr><td>tokenizer</td><td><code>*</code></td><td></td><td></td> </tr><tr><td>options</td><td><code>Object</code></td><td></td><td></td> </tr><tr><td>[options.skip_prompt]</td><td><code>boolean</code></td><td><code>false</code></td><td><p>Whether to skip the prompt tokens</p></td> </tr><tr><td>[options.callback_function]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a piece of text is ready to display</p></td> </tr><tr><td>[options.token_callback_function]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a new token is generated</p></td> </tr><tr><td>[options.decode_kwargs]</td><td><code>Object</code></td><td><code>{}</code></td><td><p>Additional keyword arguments to pass to the tokenizer's decode method</p></td></tr></tbody></table> <hr> <a id="module_generation/streamers.TextStreamer+put" class="group"></a> <h3 class="relative group"><a id="textstreamerputvalue" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#textstreamerputvalue"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>textStreamer.put(value)</span></h3> <p data-svelte-h="svelte-1i1356p">Receives tokens, decodes them, and prints them to stdout as soon as they form entire words.</p> <p data-svelte-h="svelte-3nhg65"><strong>Kind</strong>: instance method of <a href="#module_generation/streamers.TextStreamer"><code>TextStreamer</code></a></p> <table data-svelte-h="svelte-47jvoc"><thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>value</td><td><code>Array.<Array<bigint>></code></td></tr></tbody></table> <hr> <a id="module_generation/streamers.TextStreamer+end" class="group"></a> <h3 class="relative group"><a id="textstreamerend" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#textstreamerend"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>textStreamer.end()</span></h3> <p data-svelte-h="svelte-10d94rs">Flushes any remaining cache and prints a newline to stdout.</p> <p data-svelte-h="svelte-3nhg65"><strong>Kind</strong>: instance method of <a href="#module_generation/streamers.TextStreamer"><code>TextStreamer</code></a></p> <hr> <a id="module_generation/streamers.TextStreamer+on_finalized_text" class="group"></a> <h3 class="relative group"><a id="textstreameronfinalizedtexttext-streamend" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#textstreameronfinalizedtexttext-streamend"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>textStreamer.on_finalized_text(text, stream_end)</span></h3> <p data-svelte-h="svelte-tm945r">Prints the new text to stdout. If the stream is ending, also prints a newline.</p> <p data-svelte-h="svelte-3nhg65"><strong>Kind</strong>: instance method of <a href="#module_generation/streamers.TextStreamer"><code>TextStreamer</code></a></p> <table data-svelte-h="svelte-npliee"><thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>text</td><td><code>string</code></td> </tr><tr><td>stream_end</td><td><code>boolean</code></td></tr></tbody></table> <hr> <a id="module_generation/streamers.WhisperTextStreamer" class="group"></a> <h2 class="relative group"><a id="generationstreamerswhispertextstreamer" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#generationstreamerswhispertextstreamer"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>generation/streamers.WhisperTextStreamer</span></h2> <p data-svelte-h="svelte-14ytj5h">Utility class to handle streaming of tokens generated by whisper speech-to-text models.
	Callback functions are invoked when each of the following events occur:</p> <ul data-svelte-h="svelte-1j45op2"><li>A new chunk starts (on_chunk_start)</li> <li>A new token is generated (callback_function)</li> <li>A chunk ends (on_chunk_end)</li> <li>The stream is finalized (on_finalize)</li></ul> <p data-svelte-h="svelte-223dj8"><strong>Kind</strong>: static class of <a href="#module_generation/streamers"><code>generation/streamers</code></a></p> <ul data-svelte-h="svelte-11gdcxx"><li><a href="#module_generation/streamers.WhisperTextStreamer">.WhisperTextStreamer</a><ul><li><a href="#new_module_generation/streamers.WhisperTextStreamer_new"><code>new WhisperTextStreamer(tokenizer, options)</code></a></li> <li><a href="#module_generation/streamers.WhisperTextStreamer+put"><code>.put(value)</code></a></li></ul></li></ul> <hr> <a id="new_module_generation/streamers.WhisperTextStreamer_new" class="group"></a> <h3 class="relative group"><a id="new-whispertextstreamertokenizer-options" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#new-whispertextstreamertokenizer-options"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>new WhisperTextStreamer(tokenizer, options)</span></h3> <table data-svelte-h="svelte-1v66c2t"><thead><tr><th>Param</th><th>Type</th><th>Default</th><th>Description</th></tr></thead> <tbody><tr><td>tokenizer</td><td><code>*</code></td><td></td><td></td> </tr><tr><td>options</td><td><code>Object</code></td><td></td><td></td> </tr><tr><td>[options.skip_prompt]</td><td><code>boolean</code></td><td><code>false</code></td><td><p>Whether to skip the prompt tokens</p></td> </tr><tr><td>[options.callback_function]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a piece of text is ready to display</p></td> </tr><tr><td>[options.token_callback_function]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a new token is generated</p></td> </tr><tr><td>[options.on_chunk_start]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a new chunk starts</p></td> </tr><tr><td>[options.on_chunk_end]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when a chunk ends</p></td> </tr><tr><td>[options.on_finalize]</td><td><code>function</code></td><td><code></code></td><td><p>Function to call when the stream is finalized</p></td> </tr><tr><td>[options.time_precision]</td><td><code>number</code></td><td><code>0.02</code></td><td><p>Precision of the timestamps</p></td> </tr><tr><td>[options.skip_special_tokens]</td><td><code>boolean</code></td><td><code>true</code></td><td><p>Whether to skip special tokens when decoding</p></td> </tr><tr><td>[options.decode_kwargs]</td><td><code>Object</code></td><td><code>{}</code></td><td><p>Additional keyword arguments to pass to the tokenizer's decode method</p></td></tr></tbody></table> <hr> <a id="module_generation/streamers.WhisperTextStreamer+put" class="group"></a> <h3 class="relative group"><a id="whispertextstreamerputvalue" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#whispertextstreamerputvalue"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>whisperTextStreamer.put(value)</span></h3> <p data-svelte-h="svelte-yewaf3"><strong>Kind</strong>: instance method of <a href="#module_generation/streamers.WhisperTextStreamer"><code>WhisperTextStreamer</code></a></p> <table data-svelte-h="svelte-47jvoc"><thead><tr><th>Param</th><th>Type</th></tr></thead> <tbody><tr><td>value</td><td><code>Array.<Array<bigint>></code></td></tr></tbody></table> <hr> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/transformers.js/blob/main/docs/source/api/generation/streamers.md" target="_blank"><span data-svelte-h="svelte-1kd6by1"><</span> <span data-svelte-h="svelte-x0xyl0">></span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a> <p></p>

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