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@@ -56,3 +56,4 @@ images/benchmark/different_models-time.pdf filter=lfs diff=lfs merge=lfs -text
 images/benchmark/different_models.pdf filter=lfs diff=lfs merge=lfs -text
 images/benchmark/v0.4.7-55-g110e672/different_models-time.pdf filter=lfs diff=lfs merge=lfs -text
 images/benchmark/v0.4.7-55-g110e672/different_models.pdf filter=lfs diff=lfs merge=lfs -text
+images/benchmark/v0.4.7-137-g3f90b24_pr-887/more_different_models-time.pdf filter=lfs diff=lfs merge=lfs -text

images/benchmark/v0.4.7-137-g3f90b24_pr-887/deepspeed.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo_Cerebras-GPT-6.7B_grad_accu_deepspeed_stage2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:cerebras/Cerebras-GPT-6.7B,nan ± nan

images/benchmark/v0.4.7-137-g3f90b24_pr-887/deepspeed.md

@@ -0,0 +1,3 @@
+|                                               | huggingface/trl/ppo_Cerebras-GPT-6.7B_grad_accu_deepspeed_stage2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   |
+|:----------------------------------------------|:----------------------------------------------------------------------------------------------------------------|
+| sentiment-analysis:cerebras/Cerebras-GPT-6.7B | nan ± nan                                                                                                       |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/deepspeed_runtimes.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo_Cerebras-GPT-6.7B_grad_accu_deepspeed_stage2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:cerebras/Cerebras-GPT-6.7B,18.97864517267839

images/benchmark/v0.4.7-137-g3f90b24_pr-887/deepspeed_runtimes.md

@@ -0,0 +1,3 @@
+|                                               |   huggingface/trl/ppo_Cerebras-GPT-6.7B_grad_accu_deepspeed_stage2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |
+|:----------------------------------------------|----------------------------------------------------------------------------------------------------------------:|
+| sentiment-analysis:cerebras/Cerebras-GPT-6.7B |                                                                                                         18.9786 |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/different_models.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_gpt2xl_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,nan ± nan,nan ± nan

images/benchmark/v0.4.7-137-g3f90b24_pr-887/different_models.md

@@ -0,0 +1,3 @@
+|                                            | huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   | huggingface/trl/ppo_gpt2xl_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   |
+|:-------------------------------------------|:-------------------------------------------------------------------|:------------------------------------------------------------------------------------|
+| sentiment-analysis:lvwerra/distilbert-imdb | nan ± nan                                                          | nan ± nan                                                                           |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/different_models_runtimes.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_gpt2xl_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,42.04232405926052,189.03430948069223

images/benchmark/v0.4.7-137-g3f90b24_pr-887/different_models_runtimes.md

@@ -0,0 +1,3 @@
+|                                            |   huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |   huggingface/trl/ppo_gpt2xl_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |
+|:-------------------------------------------|-------------------------------------------------------------------:|------------------------------------------------------------------------------------:|
+| sentiment-analysis:lvwerra/distilbert-imdb |                                                            42.0423 |                                                                             189.034 |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/grad_accu.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_step_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,nan ± nan,nan ± nan

images/benchmark/v0.4.7-137-g3f90b24_pr-887/grad_accu.md

@@ -0,0 +1,3 @@
+|                                            | huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   | huggingface/trl/ppo_step_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   |
+|:-------------------------------------------|:-------------------------------------------------------------------|:----------------------------------------------------------------------------------|
+| sentiment-analysis:lvwerra/distilbert-imdb | nan ± nan                                                          | nan ± nan                                                                         |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/grad_accu_runtimes.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_step_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,42.04232405926052,90.31413443743834

images/benchmark/v0.4.7-137-g3f90b24_pr-887/grad_accu_runtimes.md

@@ -0,0 +1,3 @@
+|                                            |   huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |   huggingface/trl/ppo_step_grad_accu ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |
+|:-------------------------------------------|-------------------------------------------------------------------:|----------------------------------------------------------------------------------:|
+| sentiment-analysis:lvwerra/distilbert-imdb |                                                            42.0423 |                                                                           90.3141 |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/hello_world.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,nan ± nan

images/benchmark/v0.4.7-137-g3f90b24_pr-887/hello_world.md

@@ -0,0 +1,3 @@
+|                                            | huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   |
+|:-------------------------------------------|:-------------------------------------------------------------------|
+| sentiment-analysis:lvwerra/distilbert-imdb | nan ± nan                                                          |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/hello_world_runtimes.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,42.04232405926052

images/benchmark/v0.4.7-137-g3f90b24_pr-887/hello_world_runtimes.md

@@ -0,0 +1,3 @@
+|                                            |   huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']}) |
+|:-------------------------------------------|-------------------------------------------------------------------:|
+| sentiment-analysis:lvwerra/distilbert-imdb |                                                            42.0423 |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/more_different_models-time.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b49640ca81d7cfddec53d46729914eabd856960217fe5db16a82e47ac119316b
+size 1414821

images/benchmark/v0.4.7-137-g3f90b24_pr-887/more_different_models.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_gpt2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_falcon_rw_1b ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_peft ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,nan ± nan,nan ± nan,nan ± nan,nan ± nan

images/benchmark/v0.4.7-137-g3f90b24_pr-887/more_different_models.md

@@ -0,0 +1,3 @@
+|                                            | huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   | huggingface/trl/ppo_gpt2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   | huggingface/trl/ppo_falcon_rw_1b ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   | huggingface/trl/ppo_peft ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})   |
+|:-------------------------------------------|:-------------------------------------------------------------------|:------------------------------------------------------------------------|:--------------------------------------------------------------------------------|:------------------------------------------------------------------------|
+| sentiment-analysis:lvwerra/distilbert-imdb | nan ± nan                                                          | nan ± nan                                                               | nan ± nan                                                                       | nan ± nan                                                               |

images/benchmark/v0.4.7-137-g3f90b24_pr-887/more_different_models_runtimes.csv

@@ -0,0 +1,2 @@
+,"huggingface/trl/ppo ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_gpt2 ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_falcon_rw_1b ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})","huggingface/trl/ppo_peft ({'tag': ['v0.4.7-137-g3f90b24', 'pr-887']})"
+sentiment-analysis:lvwerra/distilbert-imdb,42.04232405926052,43.90209206551836,99.89496039688936,48.61339451046715