From c7f2f490656a03eb9f815bac8756df3ab7c71e9c Mon Sep 17 00:00:00 2001
From: oobabooga <112222186+oobabooga@users.noreply.github.com>
Date: Thu, 13 Jun 2024 00:43:18 -0300
Subject: [PATCH] Updated Home (markdown)

---
 Home.md | 19 ++++++++-----------
 1 file changed, 8 insertions(+), 11 deletions(-)

diff --git a/Home.md b/Home.md
index 4f5defa..80abdc7 100644
--- a/Home.md
+++ b/Home.md
@@ -2,15 +2,14 @@
 
 | Loader         | Loading 1 LoRA | Loading 2 or more LoRAs | Training LoRAs | Multimodal extension | Perplexity evaluation |
 |----------------|----------------|-------------------------|----------------|----------------------|-----------------------|
-| Transformers   |       ✅       |           ✅***            |       ✅*       |          ✅          |           ✅          |
-| ExLlamav2_HF   |       ✅       |           ✅            |       ❌       |          ❌          |           ✅          |
-| ExLlamav2      |       ✅       |           ✅            |       ❌       |          ❌          |           use ExLlamav2_HF    |
-| AutoGPTQ       |       ✅       |           ❌            |       ❌       |          ✅          |           ✅          |
-| GPTQ-for-LLaMa |       ✅**       |           ✅***            |       ✅       |          ✅          |           ✅          |
-| llama.cpp      |       ❌       |           ❌            |       ❌       |          ❌          |           use llamacpp_HF    |
+| Transformers   |       ✅       |           ✅\*\*        |       ✅\*     |          ✅          |           ✅          |
+| llama.cpp      |       ❌       |           ❌            |       ❌       |          ❌          |    use llamacpp_HF    |
 | llamacpp_HF    |       ❌       |           ❌            |       ❌       |          ❌          |           ✅          |
-| ctransformers  |       ❌       |           ❌            |       ❌       |          ❌          |           ❌          |
-| AutoAWQ        |       ?        |           ❌            |       ?       |          ?          |           ✅          |
+| ExLlamav2_HF   |       ✅       |           ✅            |       ❌       |          ❌          |           ✅          |
+| ExLlamav2      |       ✅       |           ✅            |       ❌       |          ❌          |   use ExLlamav2_HF    |
+| AutoGPTQ       |       ✅       |           ❌            |       ❌       |          ✅          |           ✅          |
+| AutoAWQ        |       ?        |           ❌            |       ?        |          ?           |           ✅          |
+| HQQ            |       ?        |           ?             |       ?        |          ?           |           ✅          |
 
 ❌ = not implemented
 
@@ -18,6 +17,4 @@
 
 \* Training LoRAs with GPTQ models also works with the Transformers loader. Make sure to check "auto-devices" and "disable_exllama" before loading the model.
 
-\*\* Requires the monkey-patch. The instructions can be found [here](https://github.com/oobabooga/text-generation-webui/wiki/08-%E2%80%90-Additional-Tips#using-loras-with-gptq-for-llama).
-
-\*\*\* Multi-LoRA in PEFT is tricky and the current implementation does not work reliably in all cases.
+\*\* Multi-LoRA in PEFT is tricky and the current implementation does not work reliably in all cases.