From 2e68ac01c0d331ff587f023c74308080c5860b4d Mon Sep 17 00:00:00 2001
From: Nicolas Patry <patry.nicolas@protonmail.com>
Date: Thu, 17 Aug 2023 09:05:41 +0200
Subject: [PATCH] "Fix" for rw-1b. (#860)

# What does this PR do?

- New "falcon" layout on this repo
- No alibi
- `transformers` already modifying cache layout in our stead (same
  modifications).
- Output is garbage. Not sure why.

Does not fix #826 but it's a step.

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Fixes # (issue)


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---
 server/text_generation_server/models/rw.py | 12 ------------
 1 file changed, 12 deletions(-)

diff --git a/server/text_generation_server/models/rw.py b/server/text_generation_server/models/rw.py
index 92bb135b..d97c1c73 100644
--- a/server/text_generation_server/models/rw.py
+++ b/server/text_generation_server/models/rw.py
@@ -67,18 +67,6 @@ class RW(CausalLM):
         self, input_ids, attention_mask, position_ids, past_key_values: Optional = None
     ) -> Tuple[torch.Tensor, List[Tuple[torch.Tensor, torch.Tensor]]]:
         # Model Forward
-        if past_key_values is not None:
-            reshaped_past_key_values = []
-            for layer in past_key_values:
-                past_keys, past_values = layer
-                reshaped_past_key_values.append(
-                    (
-                        past_keys.view(-1, *past_keys.shape[-2:]),
-                        past_values.view(-1, *past_values.shape[-2:]),
-                    )
-                )
-            past_key_values = reshaped_past_key_values
-
         outputs = self.model.forward(
             input_ids=input_ids,
             attention_mask=attention_mask,