Fix typos (#1143)

Found via `codespell -S .mypy_cache,yarn.lock,*.json,*.ipynb -L
rouge,nam,vie`

notebooks/closed-book-qa/T5_closed_book_QA_generators.py

@@ -83,7 +83,7 @@ with (open("paragraphs.pkl", "rb")) as openfile:
         try:
             objects.append(pickle.load(openfile))
         except EOFError:
-            print("Problem laoding your pickle file, using the default array")
+            print("Problem loading your pickle file, using the default array")
             pickle_fail = True
             break
 
@@ -92,7 +92,7 @@ if pickle_fail:
     paragraphs = [
         "Like for me, this thing is like a little side hobby, but it's also one that's deeply fulfilling. So not just from a business perspective, which is not the way I think about it. I just think from a life human perspective, it's I probably wouldn't have this kind of conversation with you off mic, like this long, this deep, this attentive. There's something really fulfilling about these conversations. So what advice would you have for me? What advice do you have for yourself? Oh, have you not introspected this that deeply? Oh, I have advice. I think the first advice I would give to you is I think you should have me on more often. Yeah. Yeah. That's first and foremost. And second is go on your podcast and have a conversation. Well, I would say you come on my podcast when you're ready. Yeah. When you feel like the product that I'm putting out would benefit from your presence and vice versa, not as a favor to a bro, but at the right time.",
         "Well, we really are looking through a two dimensional screen until it's what we intuit to be a three dimensional world and also inferring dynamic stuff, making it 4D. Anyway, is it possible to visualize some pretty pictures that give us a deeper sense of the truth of reality? I think that we will incrementally be able to do that. I think that, for example, the picture that we have of electrons and photons interacting and scattering, it may have not been possible until Faraday did all of his experiments and then Maxwell wrote down his equations. And we were then sort of forced by his equations to think in a new way. And then when Planck in 1900, desperate to try to solve the problem of black body radiation, what they call the ultraviolet catastrophe where Newton was predicting infinite energies where there weren't infinite energies in black body radiation. And he in desperation proposed packets of energy. Then once you've done that, and then you have an Einstein come along five years later and show how that explains the photoelectric effect.",
-        "But man, I don't know how I would feel about just bacteria everywhere. Well, it would be depressing if it was true. I suppose depressing, I don't think, I don't. I don't know what's more depressing, bacteria everywhere or nothing everywhere. Yes, either of them are chilling. Yeah. But whether it's chilling or not, I don't think should force us to change our view about whether it's real or not. Yes. And what I'm saying may or may not be true. So how would you feel if we discovered life on Mars? Absolutely. It sounds like you would be less excited than some others because you're like, well. What I would be most interested in is how similar to life on Earth it would be. It would actually turn into quite a subtle problem because the likelihood of life having gone to and fro between Mars and the Earth is quite, I wouldn't say high, but it's not low, it's quite feasible. And so if we found life on Mars and it had very similar genetic code, but it was slightly different, most people would interpret that immediately as evidence that they've been transit one way or the other and that it was a common origin of life on Mars or on the Earth and it went one way or the other way.",
+        "But man, I don't know how I would feel about just bacteria everywhere. Well, it would be depressing if it was true. I suppose depressing, I don't think, I don't. I don't know what's more depressing, bacteria everywhere or nothing everywhere. Yes, either of them are chilling. Yeah. But whether it's chilling or not, I don't think should force us to change our view about whether it's real or not. Yes. And what I'm saying may or may not be true. So how would you feel if we discovered life on Mars? Absolutely. It sounds like you would be less excited than some others because you're like, well. What I would be most interested in is how similar to life on Earth it would be. It would actually turn into quite a subtle problem because the likelihood of life having gone to and from between Mars and the Earth is quite, I wouldn't say high, but it's not low, it's quite feasible. And so if we found life on Mars and it had very similar genetic code, but it was slightly different, most people would interpret that immediately as evidence that they've been transit one way or the other and that it was a common origin of life on Mars or on the Earth and it went one way or the other way.",
     ]
 
 # Make sure no paragraphs are too long for T5. It handles up to 512 tokens context length.

notebooks/data-augmentation/stackexchange-builder/README.md

@@ -86,7 +86,7 @@ Each question and all related answers are on a single line in JSONL format.
 #### Table/CSV/Parquet Format
 
 There are a lot more columns left over in the table format. `_q` and `_a` are
-suffixes indiciating if the column came from the question or answer table as
+suffixes indicating if the column came from the question or answer table as
 leftover from a join statement.
 
 ```

notebooks/detoxify-evaluation/README.md

@@ -15,7 +15,7 @@ trained on
 | multilingual | xlm-roberta-base  | Multilingual Toxic Comment Classification  |
 
 Unbiased and original models also have a 'small' version - but since normal
-models are not memory heavy, and small models perform noticably worse, they are
+models are not memory heavy, and small models perform noticeably worse, they are
 only described in the notebook
 
 ## All tests below were ran on a 3090TI

notebooks/example/README.md

@@ -7,7 +7,7 @@ this project. Please try and follow this structure as closely as possible. While
 things will not exactly be the same for each notebook some principles we would
 like to try ensure are:
 
-1. Each notebook or collection of related or dependant notebooks should live in
+1. Each notebook or collection of related or dependent notebooks should live in
    its own folder.
 1. Each notebook should have a markdown file with the same name as the notebook
    (or README.md if it's a single notebook folder) that explains what the