Add ability to run spellcheck locally

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>

.spellcheck-en-custom.txt

@@ -7,6 +7,7 @@ arge
 arXiv
 backend
 backends
+benchmarking
 Bhandwaldar
 CLI
 cli
@@ -18,15 +19,18 @@ cpp
 cuBLAS
 CUDA
 dataset
+DCO
 dev
 ditaa
 dr
 Dropdown
 env
 Eval
+Excalidraw
 Finetuning
 GFX
 GGUF
+GGUFs
 GiB
 Gmail
 gpu
@@ -48,7 +52,10 @@ LLM
 llms
 LLVM
 lora
+md
+Mergify
 Merlinite
+mimimum
 Miniforge
 Mixtral
 MLX
@@ -60,9 +67,11 @@ ots
 Pareja
 PEFT
 PlantUML
+PNG
 Podman
 pre
 preprint
+PR's
 pyenv
 PyPI
 PyTorch
@@ -72,15 +81,18 @@ Quantizing
 Radeon
 RDNA
 README
+rebase
 repo
 ROCm
 RTX
 RX
+safetensors
 Salawu
 SDG
 sexualized
 SHA
 Shivchander
+Signoff
 Srivastava
 subdirectory
 Sudalairaj
@@ -92,9 +104,14 @@ th
 th
 tl
 tox
+triager
+Triagers
+triager's
+triagers
 unquantized
 USM
 venv
+watsonx
 wikisql
 WSL
 xcode

.spellcheck.yml

@@ -0,0 +1,29 @@
+
+# SPDX-License-Identifier: Apache-2.0
+
+matrix:
+- name: markdown
+  aspell:
+    lang: en
+    d: en_US
+    camel-case: true
+    mode: markdown
+  sources:
+  - "**/*.md|!REVIEWERS.md|!build/**|!.tox/**"
+  dictionary:
+    wordlists:
+    - .spellcheck-en-custom.txt
+  pipeline:
+  - pyspelling.filters.context:
+      context_visible_first: true
+      escapes: '\\[\\`~]'
+      delimiters:
+      # Ignore multiline content between fences (fences can have 3 or more back ticks)
+      # ```language
+      # content
+      # ```
+      - open: '(?s)^(?P<open> *`{3,}).*?$'
+        close: '^(?P=open)$'
+      # Ignore text between inline back ticks
+      - open: '(?P<open>`+)'
+        close: '(?P=open)'

Makefile

@@ -2,6 +2,10 @@
 help:
 	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m<target>\033[0m\n"} /^[a-zA-Z_0-9-]+:.*?##/ { printf "  \033[36m%-18s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
 
+.PHONY: spellcheck
+spellcheck: .spellcheck.yml
+	pyspelling --config $<
+
 .PHONY: spellcheck-sort
 spellcheck-sort: .spellcheck-en-custom.txt
 	sort -d -f -o $< $<

docs/huggingface-publish-strategy.md

@@ -16,13 +16,13 @@ We will be publishing two different kinds of model families - Merlinite and Gran
 
 The Merlinite model family is based off the [Mistral](https://mistral.ai/) model family and uses the [Large-scale Alignment for chatBots (LAB)](https://arxiv.org/abs/2403.01081) alignment. You can read more about it [here](https://huggingface.co/instructlab/merlinite-7b-lab).
 
-The InstructLab organzation will be publishing a community version of the Merlinite 7B size model, in both unquantized and 4-bit quantized GGUF form.
+The InstructLab organization will be publishing a community version of the Merlinite 7B size model, in both unquantized and 4-bit quantized GGUF form.
 
 ## Granite
 
 The Granite model family is the [foundational model family](https://www.ibm.com/downloads/cas/X9W4O6BM) for the IBM watsonx AI platform, designed for usage in a business environment. You can read more about it [here](https://huggingface.co/instructlab/granite-7b-lab).
 
-The InstructLab organzation will be publishing a community version of the Granite 7B size model using the [Large-scale Alignment for chatBots (LAB)](https://arxiv.org/abs/2403.01081) alignment, in both unquantized and 4-bit quantized GGUF form.
+The InstructLab organization will be publishing a community version of the Granite 7B size model using the [Large-scale Alignment for chatBots (LAB)](https://arxiv.org/abs/2403.01081) alignment, in both unquantized and 4-bit quantized GGUF form.
 
 ## Naming Scheme