PandocX File Converter Complete Guide: Convert Any Document Format with Ease
⏱️ Estimated reading time: 12 minutes
Introduction
When working with documents, you often need to convert files between different formats. Converting Markdown documents to HTML, or Word documents to PDF are common examples. In such situations, PandocX is an extremely useful tool.
PandocX is a user-friendly file converter based on Pandoc, a powerful document conversion engine. It allows you to easily convert between various document formats through an intuitive interface without complex commands.
What is PandocX?
Core Features
PandocX has the following characteristics:
- Cross-platform support: Available on Windows, macOS, and Linux
- Automatic Pandoc installation: Automatically downloads and installs Pandoc if not present
- Wide format support: Supports 30+ document formats including Markdown, HTML, PDF, Word, LaTeX
- User-friendly interface: Intuitive GUI without complex commands
- High-performance conversion: Fast and accurate conversion using Pandoc’s powerful engine
Supported File Formats
PandocX supports the following file formats:
Input formats:
- Markdown (.md)
- HTML (.html)
- Microsoft Word (.docx)
- LaTeX (.tex)
- reStructuredText (.rst)
- MediaWiki
- EPUB (.epub)
- And many more…
Output formats:
- HTML (.html)
- PDF (.pdf)
- Microsoft Word (.docx)
- LaTeX (.tex)
- EPUB (.epub)
- OpenDocument (.odt)
- And many more…
Installation
1. System Requirements
To use PandocX, you need to meet the following requirements:
- Operating System: Windows 10+, macOS 10.14+, Linux (Ubuntu 18.04+)
- Memory: Minimum 4GB RAM recommended
- Storage: At least 500MB free space
2. Download and Install PandocX
Method 1: Download from Official Releases
- Visit the PandocX GitHub releases page.
- Download the latest version.
- Run the downloaded file to proceed with installation.
Method 2: Build from Source Code
If you’re a developer or want to use the latest features, you can build directly from source code:
# Clone the repository
git clone https://github.com/djyde/PandocX.git
cd PandocX
# Install dependencies
pnpm install
# Run in development mode
pnpm tauri dev
3. Automatic Pandoc Installation
PandocX automatically downloads and installs Pandoc even if it’s not present on your system. On first run, you might see a message like:
Pandoc not found. Would you like to download it automatically? (Y/n)
Select Y to automatically download and install Pandoc.
Basic Usage
1. File Conversion via GUI
The biggest advantage of PandocX is its intuitive graphical user interface:
- Launch PandocX: Run the installed PandocX application.
- Select input file: Click “Select File” button to choose the file to convert.
- Choose output format: Select the desired output format from the dropdown menu.
- Execute conversion: Click “Convert” button to start the conversion.
- Check results: The converted file is saved to the specified location.
2. Advanced Configuration Options
PandocX provides various advanced settings:
Output Options
- Use templates: Apply custom templates
- Include metadata: Preserve document metadata
- Generate table of contents: Automatic TOC generation option
- Numbering: Automatic section and figure numbering
Conversion Options
- Encoding settings: Specify file encoding
- Language settings: Specify document language
- Math rendering: Choose LaTeX math processing method
Practical Examples
Example 1: Convert Markdown to HTML
One of the most common use cases:
- Input file:
README.md - Output format: HTML
- Additional options:
- Include CSS stylesheet
- Enable math rendering
- Generate table of contents
Result: An HTML document ready for web viewing is created.
Example 2: Convert Word Document to Markdown
When you want to convert existing Word documents to Markdown for version control:
- Input file:
report.docx - Output format: Markdown
- Additional options:
- Preserve table structure
- Maintain image references
- Preserve metadata
Result: A Markdown document suitable for Git management is created.
Example 3: Batch Convert Multiple Documents
When you need to convert multiple documents at once:
- Input: Multiple Markdown files
- Output format: PDF
- Batch processing: Select entire folder for batch conversion
Result: All documents are converted to PDFs in the same format.
Advanced Features
1. Custom Templates
PandocX supports custom templates:
<!-- custom-template.html -->
<!DOCTYPE html>
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<article class="page h-entry" itemscope itemtype="https://schema.org/CreativeWork">
<meta itemprop="headline" content="Large-Context LLM Inference with oLLM: Processing 100k Tokens on 8GB GPU">
<meta itemprop="description" content="Learn how to efficiently run large-context LLMs using the oLLM library on 8GB GPUs. A comprehensive guide to processing 100k token contexts with practical examples and optimization tips.">
<meta itemprop="datePublished" content="2025-09-29T00:00:00+09:00">
<div class="page__inner-wrap">
<header>
<h1 id="page-title" class="page__title p-name" itemprop="headline">
<a href="https://thakicloud.github.io/en/tutorials/ollm-large-context-llm-inference-guide/" class="u-url" itemprop="url">Large-Context LLM Inference with oLLM: Processing 100k Tokens on 8GB GPU
</a>
</h1>
</header>
<section class="page__content e-content" itemprop="text">
<aside class="sidebar__right ">
<nav class="toc">
<header><h4 class="nav__title"><i class="fas fa-file-alt"></i> Table of Contents</h4></header>
<ul class="toc__menu"><li><a href="#large-context-llm-inference-with-ollm">Large-Context LLM Inference with oLLM</a><ul><li><a href="#what-is-ollm">What is oLLM?</a></li><li><a href="#supported-models-and-performance">Supported Models and Performance</a><ul><li><a href="#memory-usage-on-8gb-nvidia-3060-ti">Memory Usage on 8GB Nvidia 3060 Ti</a></li></ul></li><li><a href="#installation-and-setup">Installation and Setup</a><ul><li><a href="#1-create-virtual-environment">1. Create Virtual Environment</a></li><li><a href="#2-install-ollm">2. Install oLLM</a></li><li><a href="#3-install-additional-dependencies">3. Install Additional Dependencies</a></li><li><a href="#4-additional-installation-for-qwen3-next-model">4. Additional Installation for qwen3-next Model</a></li></ul></li><li><a href="#basic-usage">Basic Usage</a><ul><li><a href="#1-basic-inference-example">1. Basic Inference Example</a></li><li><a href="#2-run-command">2. Run Command</a></li></ul></li><li><a href="#advanced-usage">Advanced Usage</a><ul><li><a href="#1-large-document-analysis">1. Large Document Analysis</a></li><li><a href="#2-streaming-response-processing">2. Streaming Response Processing</a></li></ul></li><li><a href="#real-world-use-cases">Real-World Use Cases</a><ul><li><a href="#1-contract-and-regulatory-document-analysis">1. Contract and Regulatory Document Analysis</a></li><li><a href="#2-medical-records-analysis">2. Medical Records Analysis</a></li><li><a href="#3-large-log-file-analysis">3. Large Log File Analysis</a></li></ul></li><li><a href="#performance-optimization-tips">Performance Optimization Tips</a><ul><li><a href="#1-memory-optimization">1. Memory Optimization</a></li><li><a href="#2-speed-optimization">2. Speed Optimization</a></li><li><a href="#3-model-selection-guide">3. Model Selection Guide</a></li></ul></li><li><a href="#troubleshooting">Troubleshooting</a><ul><li><a href="#1-out-of-memory-error">1. Out of Memory Error</a></li><li><a href="#2-insufficient-disk-space">2. Insufficient Disk Space</a></li><li><a href="#3-slow-performance">3. Slow Performance</a></li></ul></li><li><a href="#conclusion">Conclusion</a></li><li><a href="#references">References</a></li></ul></li></ul>
</nav>
</aside>
<p>⏱️ <strong>Estimated reading time</strong>: 15 minutes</p>
<h1 id="large-context-llm-inference-with-ollm">Large-Context LLM Inference with oLLM</h1>
<p>One of the biggest constraints when working with Large Language Models (LLMs) is the <strong>context length limitation</strong>. With typical GPU memory, it’s challenging to process long documents or conversation histories in a single pass.</p>
<p><strong>oLLM</strong> is an innovative library that solves this problem. It enables processing 100k token contexts even with just 8GB of GPU memory.</p>
<h2 id="what-is-ollm">What is oLLM?</h2>
<p>oLLM is a lightweight Python library built on top of HuggingFace Transformers and PyTorch. It features:</p>
<ul>
<li><strong>Large-context processing</strong>: Handle up to 100k tokens</li>
<li><strong>Low-cost GPU utilization</strong>: Run large models with just 8GB VRAM</li>
<li><strong>No quantization</strong>: Maintains fp16/bf16 precision</li>
<li><strong>SSD offloading</strong>: Offloads KV cache and layer weights to SSD</li>
</ul>
<h2 id="supported-models-and-performance">Supported Models and Performance</h2>
<h3 id="memory-usage-on-8gb-nvidia-3060-ti">Memory Usage on 8GB Nvidia 3060 Ti</h3>
<table>
<thead>
<tr>
<th>Model</th>
<th>Weights</th>
<th>Context Length</th>
<th>KV Cache</th>
<th>Baseline VRAM</th>
<th>oLLM GPU VRAM</th>
<th>oLLM Disk</th>
</tr>
</thead>
<tbody>
<tr>
<td>qwen3-next-80B</td>
<td>160 GB (bf16)</td>
<td>50k</td>
<td>20 GB</td>
<td>~190 GB</td>
<td>~7.5 GB</td>
<td>180 GB</td>
</tr>
<tr>
<td>gpt-oss-20B</td>
<td>13 GB (packed bf16)</td>
<td>10k</td>
<td>1.4 GB</td>
<td>~40 GB</td>
<td>~7.3GB</td>
<td>15 GB</td>
</tr>
<tr>
<td>llama3-1B-chat</td>
<td>2 GB (fp16)</td>
<td>100k</td>
<td>12.6 GB</td>
<td>~16 GB</td>
<td>~5 GB</td>
<td>15 GB</td>
</tr>
<tr>
<td>llama3-3B-chat</td>
<td>7 GB (fp16)</td>
<td>100k</td>
<td>34.1 GB</td>
<td>~42 GB</td>
<td>~5.3 GB</td>
<td>42 GB</td>
</tr>
<tr>
<td>llama3-8B-chat</td>
<td>16 GB (fp16)</td>
<td>100k</td>
<td>52.4 GB</td>
<td>~71 GB</td>
<td>~6.6 GB</td>
<td>69 GB</td>
</tr>
</tbody>
</table>
<h2 id="installation-and-setup">Installation and Setup</h2>
<h3 id="1-create-virtual-environment">1. Create Virtual Environment</h3>
<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c"># Create virtual environment</span>
python3 <span class="nt">-m</span> venv ollm_env
<span class="nb">source </span>ollm_env/bin/activate <span class="c"># Linux/Mac</span>
<span class="c"># or</span>
ollm_env<span class="se">\S</span>cripts<span class="se">\a</span>ctivate <span class="c"># Windows</span>
</code></pre></div></div>
<h3 id="2-install-ollm">2. Install oLLM</h3>
<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c"># Install via pip</span>
pip <span class="nb">install </span>ollm
<span class="c"># Or install from source</span>
git clone https://github.com/Mega4alik/ollm.git
<span class="nb">cd </span>ollm
pip <span class="nb">install</span> <span class="nt">-e</span> <span class="nb">.</span>
</code></pre></div></div>
<h3 id="3-install-additional-dependencies">3. Install Additional Dependencies</h3>
<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c"># Install kvikio for your CUDA version</span>
pip <span class="nb">install </span>kvikio-cu12 <span class="c"># For CUDA 12.x</span>
<span class="c"># or</span>
pip <span class="nb">install </span>kvikio-cu11 <span class="c"># For CUDA 11.x</span>
</code></pre></div></div>
<h3 id="4-additional-installation-for-qwen3-next-model">4. Additional Installation for qwen3-next Model</h3>
<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c"># qwen3-next model requires special transformers version</span>
pip <span class="nb">install </span>git+https://github.com/huggingface/transformers.git
</code></pre></div></div>
<h2 id="basic-usage">Basic Usage</h2>
<h3 id="1-basic-inference-example">1. Basic Inference Example</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="kn">from</span> <span class="n">ollm</span> <span class="kn">import</span> <span class="n">Inference</span><span class="p">,</span> <span class="n">file_get_contents</span><span class="p">,</span> <span class="n">TextStreamer</span>
<span class="c1"># Initialize model
</span><span class="n">o</span> <span class="o">=</span> <span class="nc">Inference</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-1B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="sh">"</span><span class="s">cuda:0</span><span class="sh">"</span><span class="p">,</span> <span class="n">logging</span><span class="o">=</span><span class="bp">True</span><span class="p">)</span>
<span class="n">o</span><span class="p">.</span><span class="nf">ini_model</span><span class="p">(</span><span class="n">models_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./models/</span><span class="sh">"</span><span class="p">,</span> <span class="n">force_download</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
<span class="c1"># Optional: Offload some layers to CPU for speed boost
</span><span class="n">o</span><span class="p">.</span><span class="nf">offload_layers_to_cpu</span><span class="p">(</span><span class="n">layers_num</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
<span class="c1"># Set up KV cache (set to None if context is small)
</span><span class="n">past_key_values</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="nc">DiskCache</span><span class="p">(</span><span class="n">cache_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./kv_cache/</span><span class="sh">"</span><span class="p">)</span>
<span class="c1"># Set up text streamer
</span><span class="n">text_streamer</span> <span class="o">=</span> <span class="nc">TextStreamer</span><span class="p">(</span><span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">,</span> <span class="n">skip_prompt</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span> <span class="n">skip_special_tokens</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
<span class="c1"># Compose messages
</span><span class="n">messages</span> <span class="o">=</span> <span class="p">[</span>
<span class="p">{</span><span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">system</span><span class="sh">"</span><span class="p">,</span> <span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">You are a helpful AI assistant.</span><span class="sh">"</span><span class="p">},</span>
<span class="p">{</span><span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">user</span><span class="sh">"</span><span class="p">,</span> <span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">List the planets.</span><span class="sh">"</span><span class="p">}</span>
<span class="p">]</span>
<span class="c1"># Tokenize and generate
</span><span class="n">input_ids</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">.</span><span class="nf">apply_chat_template</span><span class="p">(</span>
<span class="n">messages</span><span class="p">,</span>
<span class="n">reasoning_effort</span><span class="o">=</span><span class="sh">"</span><span class="s">minimal</span><span class="sh">"</span><span class="p">,</span>
<span class="n">tokenize</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">add_generation_prompt</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">return_tensors</span><span class="o">=</span><span class="sh">"</span><span class="s">pt</span><span class="sh">"</span>
<span class="p">).</span><span class="nf">to</span><span class="p">(</span><span class="n">o</span><span class="p">.</span><span class="n">device</span><span class="p">)</span>
<span class="n">outputs</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">model</span><span class="p">.</span><span class="nf">generate</span><span class="p">(</span>
<span class="n">input_ids</span><span class="o">=</span><span class="n">input_ids</span><span class="p">,</span>
<span class="n">past_key_values</span><span class="o">=</span><span class="n">past_key_values</span><span class="p">,</span>
<span class="n">max_new_tokens</span><span class="o">=</span><span class="mi">500</span><span class="p">,</span>
<span class="n">streamer</span><span class="o">=</span><span class="n">text_streamer</span>
<span class="p">).</span><span class="nf">cpu</span><span class="p">()</span>
<span class="c1"># Decode result
</span><span class="n">answer</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">.</span><span class="nf">decode</span><span class="p">(</span><span class="n">outputs</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">input_ids</span><span class="p">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]:],</span> <span class="n">skip_special_tokens</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
<span class="nf">print</span><span class="p">(</span><span class="n">answer</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="2-run-command">2. Run Command</h3>
<div class="language-bash highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c"># Run with CUDA memory allocation optimization</span>
<span class="nv">PYTORCH_CUDA_ALLOC_CONF</span><span class="o">=</span>expandable_segments:True python example.py
</code></pre></div></div>
<h2 id="advanced-usage">Advanced Usage</h2>
<h3 id="1-large-document-analysis">1. Large Document Analysis</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="k">def</span> <span class="nf">analyze_large_document</span><span class="p">(</span><span class="n">document_path</span><span class="p">,</span> <span class="n">model_name</span><span class="o">=</span><span class="sh">"</span><span class="s">llama3-8B-chat</span><span class="sh">"</span><span class="p">):</span>
<span class="sh">"""</span><span class="s">Function to analyze large documents</span><span class="sh">"""</span>
<span class="c1"># Initialize model
</span> <span class="n">o</span> <span class="o">=</span> <span class="nc">Inference</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="sh">"</span><span class="s">cuda:0</span><span class="sh">"</span><span class="p">,</span> <span class="n">logging</span><span class="o">=</span><span class="bp">True</span><span class="p">)</span>
<span class="n">o</span><span class="p">.</span><span class="nf">ini_model</span><span class="p">(</span><span class="n">models_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./models/</span><span class="sh">"</span><span class="p">,</span> <span class="n">force_download</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
<span class="c1"># Set up KV cache for large context
</span> <span class="n">past_key_values</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="nc">DiskCache</span><span class="p">(</span><span class="n">cache_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./kv_cache/</span><span class="sh">"</span><span class="p">)</span>
<span class="c1"># Read document
</span> <span class="n">document_content</span> <span class="o">=</span> <span class="nf">file_get_contents</span><span class="p">(</span><span class="n">document_path</span><span class="p">)</span>
<span class="c1"># Analysis prompt
</span> <span class="n">messages</span> <span class="o">=</span> <span class="p">[</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">system</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">You are a document analysis expert. Analyze the given document and summarize key content while extracting important points.</span><span class="sh">"</span>
<span class="p">},</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">user</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sa">f</span><span class="sh">"</span><span class="s">Please analyze the following document:</span><span class="se">\n\n</span><span class="si">{</span><span class="n">document_content</span><span class="si">}</span><span class="sh">"</span>
<span class="p">}</span>
<span class="p">]</span>
<span class="c1"># Tokenize
</span> <span class="n">input_ids</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">.</span><span class="nf">apply_chat_template</span><span class="p">(</span>
<span class="n">messages</span><span class="p">,</span>
<span class="n">tokenize</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">add_generation_prompt</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">return_tensors</span><span class="o">=</span><span class="sh">"</span><span class="s">pt</span><span class="sh">"</span>
<span class="p">).</span><span class="nf">to</span><span class="p">(</span><span class="n">o</span><span class="p">.</span><span class="n">device</span><span class="p">)</span>
<span class="c1"># Generate
</span> <span class="n">outputs</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">model</span><span class="p">.</span><span class="nf">generate</span><span class="p">(</span>
<span class="n">input_ids</span><span class="o">=</span><span class="n">input_ids</span><span class="p">,</span>
<span class="n">past_key_values</span><span class="o">=</span><span class="n">past_key_values</span><span class="p">,</span>
<span class="n">max_new_tokens</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span>
<span class="n">temperature</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
<span class="n">do_sample</span><span class="o">=</span><span class="bp">True</span>
<span class="p">)</span>
<span class="c1"># Return result
</span> <span class="n">result</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">.</span><span class="nf">decode</span><span class="p">(</span><span class="n">outputs</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">input_ids</span><span class="p">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]:],</span> <span class="n">skip_special_tokens</span><span class="o">=</span><span class="bp">True</span><span class="p">)</span>
<span class="k">return</span> <span class="n">result</span>
</code></pre></div></div>
<h3 id="2-streaming-response-processing">2. Streaming Response Processing</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="k">def</span> <span class="nf">stream_response</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">messages</span><span class="p">,</span> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">500</span><span class="p">):</span>
<span class="sh">"""</span><span class="s">Function to handle streaming responses</span><span class="sh">"""</span>
<span class="n">o</span> <span class="o">=</span> <span class="nc">Inference</span><span class="p">(</span><span class="n">model_name</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="sh">"</span><span class="s">cuda:0</span><span class="sh">"</span><span class="p">,</span> <span class="n">logging</span><span class="o">=</span><span class="bp">True</span><span class="p">)</span>
<span class="n">o</span><span class="p">.</span><span class="nf">ini_model</span><span class="p">(</span><span class="n">models_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./models/</span><span class="sh">"</span><span class="p">,</span> <span class="n">force_download</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
<span class="c1"># Set up text streamer
</span> <span class="n">text_streamer</span> <span class="o">=</span> <span class="nc">TextStreamer</span><span class="p">(</span>
<span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">,</span>
<span class="n">skip_prompt</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">skip_special_tokens</span><span class="o">=</span><span class="bp">False</span>
<span class="p">)</span>
<span class="c1"># Tokenize
</span> <span class="n">input_ids</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">tokenizer</span><span class="p">.</span><span class="nf">apply_chat_template</span><span class="p">(</span>
<span class="n">messages</span><span class="p">,</span>
<span class="n">tokenize</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">add_generation_prompt</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
<span class="n">return_tensors</span><span class="o">=</span><span class="sh">"</span><span class="s">pt</span><span class="sh">"</span>
<span class="p">).</span><span class="nf">to</span><span class="p">(</span><span class="n">o</span><span class="p">.</span><span class="n">device</span><span class="p">)</span>
<span class="c1"># Generate with streaming
</span> <span class="n">outputs</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="n">model</span><span class="p">.</span><span class="nf">generate</span><span class="p">(</span>
<span class="n">input_ids</span><span class="o">=</span><span class="n">input_ids</span><span class="p">,</span>
<span class="n">max_new_tokens</span><span class="o">=</span><span class="n">max_tokens</span><span class="p">,</span>
<span class="n">streamer</span><span class="o">=</span><span class="n">text_streamer</span><span class="p">,</span>
<span class="n">temperature</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
<span class="n">do_sample</span><span class="o">=</span><span class="bp">True</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">outputs</span>
</code></pre></div></div>
<h2 id="real-world-use-cases">Real-World Use Cases</h2>
<h3 id="1-contract-and-regulatory-document-analysis">1. Contract and Regulatory Document Analysis</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="k">def</span> <span class="nf">analyze_contract</span><span class="p">(</span><span class="n">contract_path</span><span class="p">):</span>
<span class="sh">"""</span><span class="s">Contract analysis</span><span class="sh">"""</span>
<span class="n">messages</span> <span class="o">=</span> <span class="p">[</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">system</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">You are a legal document analysis expert. Analyze the contract</span><span class="sh">'</span><span class="s">s key clauses, risk factors, and rights and obligations clearly.</span><span class="sh">"</span>
<span class="p">},</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">user</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sa">f</span><span class="sh">"</span><span class="s">Please analyze the following contract: </span><span class="si">{</span><span class="nf">file_get_contents</span><span class="p">(</span><span class="n">contract_path</span><span class="p">)</span><span class="si">}</span><span class="sh">"</span>
<span class="p">}</span>
<span class="p">]</span>
<span class="k">return</span> <span class="nf">stream_response</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-8B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">messages</span><span class="p">,</span> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">1000</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="2-medical-records-analysis">2. Medical Records Analysis</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="k">def</span> <span class="nf">analyze_medical_records</span><span class="p">(</span><span class="n">records_path</span><span class="p">):</span>
<span class="sh">"""</span><span class="s">Medical records analysis</span><span class="sh">"""</span>
<span class="n">messages</span> <span class="o">=</span> <span class="p">[</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">system</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">You are a medical data analysis expert. Analyze patient records and summarize key diagnoses, treatment processes, and precautions.</span><span class="sh">"</span>
<span class="p">},</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">user</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sa">f</span><span class="sh">"</span><span class="s">Please analyze the following medical records: </span><span class="si">{</span><span class="nf">file_get_contents</span><span class="p">(</span><span class="n">records_path</span><span class="p">)</span><span class="si">}</span><span class="sh">"</span>
<span class="p">}</span>
<span class="p">]</span>
<span class="k">return</span> <span class="nf">stream_response</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-8B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">messages</span><span class="p">,</span> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">1500</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="3-large-log-file-analysis">3. Large Log File Analysis</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="k">def</span> <span class="nf">analyze_logs</span><span class="p">(</span><span class="n">log_path</span><span class="p">):</span>
<span class="sh">"""</span><span class="s">Log file analysis</span><span class="sh">"""</span>
<span class="n">messages</span> <span class="o">=</span> <span class="p">[</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">system</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">You are a system log analysis expert. Analyze logs to identify error patterns, performance issues, and security threats.</span><span class="sh">"</span>
<span class="p">},</span>
<span class="p">{</span>
<span class="sh">"</span><span class="s">role</span><span class="sh">"</span><span class="p">:</span> <span class="sh">"</span><span class="s">user</span><span class="sh">"</span><span class="p">,</span>
<span class="sh">"</span><span class="s">content</span><span class="sh">"</span><span class="p">:</span> <span class="sa">f</span><span class="sh">"</span><span class="s">Please analyze the following log file: </span><span class="si">{</span><span class="nf">file_get_contents</span><span class="p">(</span><span class="n">log_path</span><span class="p">)</span><span class="si">}</span><span class="sh">"</span>
<span class="p">}</span>
<span class="p">]</span>
<span class="k">return</span> <span class="nf">stream_response</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-8B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">messages</span><span class="p">,</span> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">2000</span><span class="p">)</span>
</code></pre></div></div>
<h2 id="performance-optimization-tips">Performance Optimization Tips</h2>
<h3 id="1-memory-optimization">1. Memory Optimization</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c1"># Save GPU memory by offloading layers
</span><span class="n">o</span><span class="p">.</span><span class="nf">offload_layers_to_cpu</span><span class="p">(</span><span class="n">layers_num</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span> <span class="c1"># Offload more layers to CPU
</span>
<span class="c1"># Disk offloading for KV cache
</span><span class="n">past_key_values</span> <span class="o">=</span> <span class="n">o</span><span class="p">.</span><span class="nc">DiskCache</span><span class="p">(</span><span class="n">cache_dir</span><span class="o">=</span><span class="sh">"</span><span class="s">./kv_cache/</span><span class="sh">"</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="2-speed-optimization">2. Speed Optimization</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c1"># Optimize CUDA memory allocation
</span><span class="kn">import</span> <span class="n">os</span>
<span class="n">os</span><span class="p">.</span><span class="n">environ</span><span class="p">[</span><span class="sh">'</span><span class="s">PYTORCH_CUDA_ALLOC_CONF</span><span class="sh">'</span><span class="p">]</span> <span class="o">=</span> <span class="sh">'</span><span class="s">expandable_segments:True</span><span class="sh">'</span>
<span class="c1"># Adjust batch size
</span><span class="n">batch_size</span> <span class="o">=</span> <span class="mi">1</span> <span class="c1"># Adjust based on memory
</span></code></pre></div></div>
<h3 id="3-model-selection-guide">3. Model Selection Guide</h3>
<ul>
<li><strong>For fast responses</strong>: llama3-1B-chat</li>
<li><strong>For balanced performance</strong>: llama3-8B-chat</li>
<li><strong>For highest quality</strong>: qwen3-next-80B (requires more disk space)</li>
</ul>
<h2 id="troubleshooting">Troubleshooting</h2>
<h3 id="1-out-of-memory-error">1. Out of Memory Error</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c1"># Solution 1: Offload more layers to CPU
</span><span class="n">o</span><span class="p">.</span><span class="nf">offload_layers_to_cpu</span><span class="p">(</span><span class="n">layers_num</span><span class="o">=</span><span class="mi">6</span><span class="p">)</span>
<span class="c1"># Solution 2: Use smaller model
</span><span class="n">o</span> <span class="o">=</span> <span class="nc">Inference</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-1B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="sh">"</span><span class="s">cuda:0</span><span class="sh">"</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="2-insufficient-disk-space">2. Insufficient Disk Space</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c1"># Disable KV cache (for small contexts)
</span><span class="n">past_key_values</span> <span class="o">=</span> <span class="bp">None</span>
<span class="c1"># Or use smaller model
</span><span class="n">o</span> <span class="o">=</span> <span class="nc">Inference</span><span class="p">(</span><span class="sh">"</span><span class="s">llama3-1B-chat</span><span class="sh">"</span><span class="p">,</span> <span class="n">device</span><span class="o">=</span><span class="sh">"</span><span class="s">cuda:0</span><span class="sh">"</span><span class="p">)</span>
</code></pre></div></div>
<h3 id="3-slow-performance">3. Slow Performance</h3>
<div class="language-python highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="c1"># Optimize CUDA memory
</span><span class="n">os</span><span class="p">.</span><span class="n">environ</span><span class="p">[</span><span class="sh">'</span><span class="s">PYTORCH_CUDA_ALLOC_CONF</span><span class="sh">'</span><span class="p">]</span> <span class="o">=</span> <span class="sh">'</span><span class="s">expandable_segments:True</span><span class="sh">'</span>
<span class="c1"># Adjust layer offloading
</span><span class="n">o</span><span class="p">.</span><span class="nf">offload_layers_to_cpu</span><span class="p">(</span><span class="n">layers_num</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span> <span class="c1"># Offload fewer layers
</span></code></pre></div></div>
<h2 id="conclusion">Conclusion</h2>
<p>oLLM is an innovative tool that democratizes large-context LLM inference. With the ability to process 100k token contexts using just 8GB GPU, individual developers and small teams can now perform large document analysis.</p>
<p>Key advantages:</p>
<ul>
<li><strong>Cost efficiency</strong>: Run large models without expensive GPUs</li>
<li><strong>Flexibility</strong>: Support for various models and context lengths</li>
<li><strong>Practicality</strong>: Tools that can be immediately applied to real work</li>
</ul>
<p>Use oLLM to efficiently perform various large-scale text processing tasks such as contract analysis, medical record processing, and log analysis!</p>
<h2 id="references">References</h2>
<ul>
<li><a href="https://github.com/Mega4alik/ollm">oLLM GitHub Repository</a></li>
<li><a href="https://huggingface.co/docs/transformers/">HuggingFace Transformers</a></li>
<li><a href="https://pytorch.org/docs/stable/notes/cuda.html">PyTorch CUDA Optimization Guide</a></li>
</ul>
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<p class="page__date"><strong><i class="fas fa-fw fa-calendar-alt" aria-hidden="true"></i> 업데이트:</strong> <time class="dt-published" datetime="2025-09-29T00:00:00+09:00">September 29, 2025</time></p>
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2. Plugin System
PandocX supports various plugins to extend functionality:
- Math plugin: Convert LaTeX math to beautiful equations
- Diagram plugin: Support for Mermaid, PlantUML diagrams
- Code highlighting: Syntax highlighting for code
3. Batch Processing
Batch processing via command line is also possible:
# Single file conversion
pandocx convert input.md output.html
# Batch folder conversion
pandocx convert-batch ./input-folder/ ./output-folder/ --format html
Troubleshooting
Common Issues
1. Pandoc Installation Error
Problem: Automatic Pandoc installation fails
Solution:
- Check internet connection
- Verify firewall settings
- Manually install Pandoc and restart PandocX
2. Conversion Failure
Problem: Specific files fail to convert
Solution:
- Verify the file format is supported
- Check if the file is not corrupted
- Ensure the file size is not too large
3. Output Quality Issues
Problem: Converted file quality is unsatisfactory
Solution:
- Consider using templates
- Adjust advanced options
- Optimize original file structure
Performance Optimization
1. Large File Processing
When converting large files, consider the following:
- Monitor memory usage: Check system resource usage
- Process in chunks: Break large files into smaller units
- Clean temporary files: Automatically delete temporary files after conversion
2. Batch Processing Optimization
When processing multiple files at once:
- Parallel processing: Process in parallel based on CPU cores
- Memory management: Optimize memory usage
- Progress indication: Real-time conversion progress display
PandocX vs Other Tools
PandocX Advantages
- User-friendly: Easy to use with GUI without complex commands
- Auto-installation: Simplified initial setup with automatic Pandoc installation
- Cross-platform: Same experience across all major operating systems
- Extensibility: Feature extension through plugins
Comparison with Other Tools
| Tool | Advantages | Disadvantages |
|---|---|---|
| PandocX | User-friendly, auto-installation | Relatively new tool |
| Pandoc CLI | Powerful features, fast speed | Complex commands |
| Online converters | No installation required | Security concerns, file size limits |
| LibreOffice | Free, various features | Slow speed, complex interface |
Real-world Use Cases
1. Technical Documentation
When development teams write API documentation:
- Draft in Markdown: Write documentation in a format familiar to developers
- Convert to HTML: Convert to HTML for website publishing
- Generate PDF: Create PDF for offline distribution
2. Academic Paper Writing
When researchers write papers:
- Draft in Word: Utilize editor features
- Convert to LaTeX: Convert to academic journal submission format
- Generate final PDF: Create final submission PDF
3. E-book Creation
When authors create e-books:
- Write in Markdown: Write content in simple format
- Convert to EPUB: Convert to e-book format
- Distribute to platforms: Deploy to various e-book platforms
Tips and Tricks
1. Building Efficient Workflows
- Use templates: Prepare templates for frequently used formats
- Batch scripts: Write scripts for repetitive tasks
- Automation: Integrate PandocX into CI/CD pipelines
2. Quality Improvement
- Use preview: Check results with preview before conversion
- Step-by-step conversion: Process complex conversions step by step
- Create backups: Always preserve original files
3. Performance Optimization
- Use SSD: Improve performance with fast storage
- Memory optimization: Ensure sufficient RAM
- Parallel processing: Utilize multi-core CPU
Conclusion
PandocX is a powerful yet easy-to-use file conversion tool. It allows easy conversion between various document formats through an intuitive interface without complex commands or settings.
PandocX is particularly helpful in the following situations:
- Developers: Technical documentation writing and conversion
- Writers: Content distribution in various formats
- Academics: Academic paper format conversion
- Enterprises: Bulk document processing and format standardization
You can significantly improve document workflow efficiency by utilizing PandocX. Install it now and try various document conversion tasks!
References
💡 Tip: PandocX is an open-source project. You can submit bug reports or feature requests through GitHub issues.