Jingxu10/docs release (#2179)

* update docs for llm * update docker run command generation script
intel · Oct 20, 2023 · af3b052 · af3b052
1 parent 290a6fa
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diff --git a/_scripts/actions.js b/_scripts/actions.js
@@ -400,7 +400,7 @@ $(document).ready(function() {
         indexb += 1;
         if(data.installation.run != null) {
           ret += "<h3>" + $.secid_gen([indexa, indexb]) + "Run Docker Image</h3>";
-          ret += $.code_gen([data.installation.run]);
+          ret += $.code_gen(data.installation.run);
         }
       } else if(data.package == "cppsdk") {
         if(data.installation.files != null) {

diff --git a/cpu/2.1.0+cpu/_sources/tutorials/installation.md.txt b/cpu/2.1.0+cpu/_sources/tutorials/installation.md.txt
@@ -5,3 +5,4 @@ Select your preferences and follow the installation instructions provided on the
 
 After successful installation, refer to the [Get Started](getting_started.md) and [Examples](examples.md)  sections to start using the extension in your code.
 
+**NOTE:** Specifically for Large Language Models (LLM), check [LLM best known practice](https://github.com/intel/intel-extension-for-pytorch/tree/v2.1.0%2Bcpu/examples/cpu/inference/python/llm) for instructions to install/setup environment and example scripts.
diff --git a/cpu/2.1.0+cpu/_sources/tutorials/introduction.rst.txt b/cpu/2.1.0+cpu/_sources/tutorials/introduction.rst.txt
@@ -18,6 +18,7 @@ Get Started
 - `Installation <../../../index.html#installation?platform=cpu&version=v2.1.0%2Bcpu>`_
 - `Get Started <getting_started.md>`_
 - `Examples <examples.md>`_
+- `Large Language Models (LLM) <llm.html>`_
 
 API Reference
 -------------

diff --git a/cpu/2.1.0+cpu/_sources/tutorials/llm.rst.txt b/cpu/2.1.0+cpu/_sources/tutorials/llm.rst.txt
@@ -61,7 +61,7 @@ Supported Models
 
 *Note*: The above verified models (including other models in the same model family, like "codellama/CodeLlama-7b-hf" from LLAMA family) are well supported with all optimizations like indirect access KV cache, fused ROPE, and prepacked TPP Linear (fp32/bf16). For other LLM model families, we are working in progress to cover those optimizations, which will expand the model list above.
 
-Example scripts are available at `Github repo <https://github.com/intel/intel-extension-for-pytorch/tree/v2.1.0%2Bcpu/examples/cpu/inference/python/llm>`_.
+Check `LLM best known practice <https://github.com/intel/intel-extension-for-pytorch/tree/v2.1.0%2Bcpu/examples/cpu/inference/python/llm>`_ for instructions to install/setup environment and example scripts..
 
 Demos
 -----

diff --git a/cpu/2.1.0+cpu/design_doc/cpu/isa_dyndisp.html b/cpu/2.1.0+cpu/design_doc/cpu/isa_dyndisp.html
@@ -600,7 +600,7 @@ <h2>CPU feature check<a class="headerlink" href="#cpu-feature-check" title="Perm
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diff --git a/cpu/2.1.0+cpu/genindex.html b/cpu/2.1.0+cpu/genindex.html
@@ -279,7 +279,7 @@ <h2 id="V">V</h2>
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diff --git a/cpu/2.1.0+cpu/index.html b/cpu/2.1.0+cpu/index.html
@@ -173,7 +173,7 @@ <h2>Support<a class="headerlink" href="#support" title="Permalink to this headin
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diff --git a/cpu/2.1.0+cpu/py-modindex.html b/cpu/2.1.0+cpu/py-modindex.html
@@ -150,7 +150,7 @@ <h1>Python Module Index</h1>
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diff --git a/cpu/2.1.0+cpu/search.html b/cpu/2.1.0+cpu/search.html
@@ -133,7 +133,7 @@
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diff --git a/cpu/2.1.0+cpu/searchindex.js b/cpu/2.1.0+cpu/searchindex.js
diff --git a/cpu/2.1.0+cpu/tutorials/api_doc.html b/cpu/2.1.0+cpu/tutorials/api_doc.html
@@ -768,7 +768,7 @@ <h2>Graph Optimization<a class="headerlink" href="#graph-optimization" title="Pe
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diff --git a/cpu/2.1.0+cpu/tutorials/blogs_publications.html b/cpu/2.1.0+cpu/tutorials/blogs_publications.html
@@ -167,7 +167,7 @@ <h1>Blogs &amp; Publications<a class="headerlink" href="#blogs-publications" tit
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-   <jinja2.runtime.BlockReference object at 0x7ff5f9f168b0> 
+   <jinja2.runtime.BlockReference object at 0x7fb03ca8d7c0> 
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diff --git a/cpu/2.1.0+cpu/tutorials/cheat_sheet.html b/cpu/2.1.0+cpu/tutorials/cheat_sheet.html
@@ -195,7 +195,7 @@ <h1>Cheat Sheet<a class="headerlink" href="#cheat-sheet" title="Permalink to thi
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   <p>*Other names and brands may be claimed as the property of others. <a href="http://www.intel.com/content/www/us/en/legal/trademarks.html">Trademarks</a></p>
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diff --git a/cpu/2.1.0+cpu/tutorials/contribution.html b/cpu/2.1.0+cpu/tutorials/contribution.html
@@ -331,7 +331,7 @@ <h4>Tips<a class="headerlink" href="#tips" title="Permalink to this heading">
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   <p>*Other names and brands may be claimed as the property of others. <a href="http://www.intel.com/content/www/us/en/legal/trademarks.html">Trademarks</a></p>
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diff --git a/cpu/2.1.0+cpu/tutorials/examples.html b/cpu/2.1.0+cpu/tutorials/examples.html
@@ -1023,7 +1023,7 @@ <h2>Intel® AI Reference Models<a class="headerlink" href="#intel-ai-reference-m
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-   <jinja2.runtime.BlockReference object at 0x7ff5f77103d0> 
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diff --git a/cpu/2.1.0+cpu/tutorials/features.html b/cpu/2.1.0+cpu/tutorials/features.html
@@ -440,7 +440,7 @@ <h2>Fast BERT Optimization (Experimental, <em>NEW feature from 2.0.0</em>)<a cla
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diff --git a/cpu/2.1.0+cpu/tutorials/features/amp.html b/cpu/2.1.0+cpu/tutorials/features/amp.html
@@ -262,7 +262,7 @@ <h4>Ops that promote to the widest input type<a class="headerlink" href="#ops-th
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diff --git a/cpu/2.1.0+cpu/tutorials/features/auto_channels_last.html b/cpu/2.1.0+cpu/tutorials/features/auto_channels_last.html
@@ -192,7 +192,7 @@ <h2>Known issue<a class="headerlink" href="#known-issue" title="Permalink to thi
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   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 

diff --git a/cpu/2.1.0+cpu/tutorials/features/codeless_optimization.html b/cpu/2.1.0+cpu/tutorials/features/codeless_optimization.html
@@ -280,7 +280,7 @@ <h3>Already using Jit Trace<a class="headerlink" href="#already-using-jit-trace"
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-   <jinja2.runtime.BlockReference object at 0x7ff5f773adf0> 
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diff --git a/cpu/2.1.0+cpu/tutorials/features/fast_bert.html b/cpu/2.1.0+cpu/tutorials/features/fast_bert.html
@@ -193,7 +193,7 @@ <h2>Usage Example<a class="headerlink" href="#usage-example" title="Permalink to
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diff --git a/cpu/2.1.0+cpu/tutorials/features/graph_capture.html b/cpu/2.1.0+cpu/tutorials/features/graph_capture.html
@@ -179,7 +179,7 @@ <h2>Usage Example<a class="headerlink" href="#usage-example" title="Permalink to
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+   <jinja2.runtime.BlockReference object at 0x7fb037db0fd0> 
   <p>*Other names and brands may be claimed as the property of others. <a href="http://www.intel.com/content/www/us/en/legal/trademarks.html">Trademarks</a></p>
   <p></p><div><a href='https://www.intel.com/content/www/us/en/privacy/intel-cookie-notice.html' data-cookie-notice='true'>Cookies</a> <a href='https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html'>| Privacy</a></div>
 

diff --git a/cpu/2.1.0+cpu/tutorials/features/graph_optimization.html b/cpu/2.1.0+cpu/tutorials/features/graph_optimization.html
@@ -390,7 +390,7 @@ <h3>Folding<a class="headerlink" href="#folding" title="Permalink to this headin
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diff --git a/cpu/2.1.0+cpu/tutorials/features/hypertune.html b/cpu/2.1.0+cpu/tutorials/features/hypertune.html
@@ -330,7 +330,7 @@ <h2>Usage Examples<a class="headerlink" href="#usage-examples" title="Permalink
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diff --git a/cpu/2.1.0+cpu/tutorials/features/int8_overview.html b/cpu/2.1.0+cpu/tutorials/features/int8_overview.html
@@ -299,7 +299,7 @@ <h2>Convert to Dynamic Quantized Model and Deploy<a class="headerlink" href="#co
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diff --git a/cpu/2.1.0+cpu/tutorials/features/int8_recipe_tuning_api.html b/cpu/2.1.0+cpu/tutorials/features/int8_recipe_tuning_api.html
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diff --git a/cpu/2.1.0+cpu/tutorials/features/isa_dynamic_dispatch.html b/cpu/2.1.0+cpu/tutorials/features/isa_dynamic_dispatch.html
@@ -341,7 +341,7 @@ <h2>CPU feature check<a class="headerlink" href="#cpu-feature-check" title="Perm
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+   <jinja2.runtime.BlockReference object at 0x7fb037dbe760> 
   <p>*Other names and brands may be claimed as the property of others. <a href="http://www.intel.com/content/www/us/en/legal/trademarks.html">Trademarks</a></p>
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diff --git a/cpu/2.1.0+cpu/tutorials/features/nhwc.html b/cpu/2.1.0+cpu/tutorials/features/nhwc.html
@@ -370,7 +370,7 @@ <h2>CPU Channels Last Targets<a class="headerlink" href="#cpu-channels-last-targ
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     provided by <a href="https://readthedocs.org">Read the Docs</a>.
-   <jinja2.runtime.BlockReference object at 0x7ff5f9a599d0> 
+   <jinja2.runtime.BlockReference object at 0x7fb03a073910> 
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