Update README.md

README.md

@@ -2,18 +2,20 @@
 A simple local text generator for [ComfyUI](https://github.com/comfyanonymous/ComfyUI) using [ExLlamaV2](https://github.com/turboderp/exllamav2).
 
 ## Installation
-Clone the repository to `custom_nodes`:
+Clone the repository to `custom_nodes` and install the requirements:
 ```
 git clone https://github.com/Zuellni/ComfyUI-ExLlama-Nodes custom_nodes/ComfyUI-ExLlamaV2-Nodes
-```
-
-Install requirements, use wheels for [ExLlamaV2](https://github.com/turboderp/exllamav2/releases/latest) and [Flash Attention](https://github.com/bdashore3/flash-attention/releases/latest) on Windows:
-```
 pip install -r custom_nodes/ComfyUI-ExLlamaV2-Nodes/requirements.txt
 ```
 
+Use wheels for [ExLlamaV2](https://github.com/turboderp/exllamav2/releases/latest) and [Flash Attention](https://github.com/bdashore3/flash-attention/releases/latest) on Windows:
+```
+pip install exllamav2-X.X.X+cuXXX.torch2.X.X-cp3XX-cp3XX-win_amd64.whl
+pip install flash_attn-X.X.X+cuXXX.torch2.X.X-cp3XX-cp3XX-win_amd64.whl
+```
+
 ## Usage
-Only EXL2, 4-bit GPTQ and FP16 HF models are supported. You can find them on [Hugging Face](https://huggingface.co).
+Only EXL2, 4-bit GPTQ and unquantized models are supported. You can find them on [Hugging Face](https://huggingface.co).
 
 To use a model with the nodes, you should clone its repository with `git` or manually download all the files and place them in `models/llm`.
 For example, if you want to download the 6-bit [Llama-3-8B-Instruct](https://huggingface.co/turboderp/Llama-3-8B-Instruct-exl2), use the following command:
@@ -34,26 +36,36 @@ git clone https://huggingface.co/turboderp/Llama-3-8B-Instruct-exl2 -b 6.0bpw mo
   <tr>
     <td></td>
     <td><i>cache_bits</i></td>
-    <td>Lower value equals lower VRAM usage but also impacts generation speed and quality.</td>
+    <td>A lower value reduces VRAM usage, but also affects generation speed and quality.</td>
+  </tr>
+  <tr>
+    <td></td>
+    <td><i>fast_tensors</i></td>
+    <td>Enabling reduces RAM usage and speeds up model loading.</td>
+  </tr>
+  <tr>
+    <td></td>
+    <td><i>flash_attention</i></td>
+    <td>Enabling reduces VRAM usage, not supported on cards with compute capability below <code>8.0</code>.</td>
   </tr>
   <tr>
     <td></td>
     <td><i>max_seq_len</i></td>
-    <td>Max context, higher value equals higher VRAM usage. <code>0</code> will default to config.</td>
+    <td>Max context, higher value equals higher VRAM usage. <code>0</code> will default to model config.</td>
   </tr>
   <tr>
     <td><b>Generator</b></td>
-    <td colspan="2">Generates text based on the given prompt. Refer to <a href="https://github.com/oobabooga/text-generation-webui/wiki/03-%E2%80%90-Parameters-Tab#parameters-description">text-generation-webui</a> for parameters.</td>
+    <td colspan="2">Generates text based on the given prompt. Refer to <a href="https://docs.sillytavern.app/usage/common-settings/#sampler-parameters">SillyTavern</a> for sampler parameters.</td>
   </tr>
   <tr>
     <td></td>
     <td><i>unload</i></td>
-    <td>Unloads the model after each generation.</td>
+    <td>Unloads the model after each generation to reduce VRAM usage.</td>
   </tr>
   <tr>
     <td></td>
-    <td><i>single_line</i></td>
-    <td>Stops the generation on newline.</td>
+    <td><i>stop_conditions</i></td>
+    <td>List of strings to stop generation on, e.g. <code>["\n"]</code> to stop on newline. Leave empty to only stop on <code>eos</code> token.</td>
   </tr>
   <tr>
     <td></td>
@@ -66,11 +78,11 @@ git clone https://huggingface.co/turboderp/Llama-3-8B-Instruct-exl2 -b 6.0bpw mo
   </tr>
   <tr>
     <td><b>Replacer</b></td>
-    <td colspan="2">Replaces variable names enclosed in brackets, eg <code>[a]</code>, with their values.</td>
+    <td colspan="2">Replaces variable names in brackets, e.g. <code>[a]</code>, with their values.</td>
   </tr>
 </table>
 
 ## Workflow
-The example workflow is embedded in the image below and can be opened in ComfyUI.
+An example workflow is embedded in the image below and can be opened in ComfyUI.
 
 ![workflow](https://github.com/Zuellni/ComfyUI-ExLlama-Nodes/assets/123005779/bf688acb-6f7a-4410-98ff-cf22b6937ae7)