New Tutorial: QAOA-GPT algorithm

.github/workflows/config/spelling_allowlist.txt

@@ -8,6 +8,7 @@ AlmaLinux
 Anyon
 Asynchronous
 BFGS
+BPE
 Bloch
 Braket
 CLA
@@ -36,6 +37,8 @@ Fock
 Fortran
 Fourier
 GHCR
+GPT
+GPTs
 GPU
 GPUDirect
 GPUs
@@ -67,6 +70,7 @@ MPI
 MPICH
 MPS
 MSB
+Macbooks
 Mandel
 Max-Cut
 MyST
@@ -79,11 +83,13 @@ OPX
 OQC
 ORCA
 OpenACC
+OpenAI
 OpenMP
 OpenMPI
 OpenQASM
 OpenSSL
 OpenSUSE
+OpenWebText
 Ou
 POSIX
 PSIRT
@@ -131,9 +137,11 @@ UCCSD
 VQE
 Vazirani
 WSL
+XA
 Zener
 accessor
 acknowledgement
+acknowledgements
 adaptor
 adaptors
 adjoint
@@ -172,6 +180,7 @@ comparator
 comparators
 composability
 composable
+config
 constructible
 controlled
 coprocessing
@@ -188,6 +197,8 @@ cuQuantum
 cuTensor
 cudaq
 dataflow
+dataset
+datasets
 ddots
 deallocate
 deallocated
@@ -233,15 +244,20 @@ extensibility
 extremal
 fermionic
 fermioniq
+finetune
+finetuning
 fmt
 fourier
 frontend
 frontends
+gpt
 grovers
 hadamard
 hamiltonian
 heisenberg
 homogenous
+huggingface
+hyperparameters
 iff
 increment
 incrementing
@@ -267,17 +283,21 @@ lookup
 lookups
 lossy
 lvalue
+macbook
 makefiles
 merchantability
+minGPT
 mps
 multithreaded
 mutex
 namespace
 namespaces
+nanoGPT
 natively
 normalization
 nullary
 observables
+openwebtext
 optimizer
 optimizers
 pagerank
@@ -292,10 +312,13 @@ photonics
 precompute
 precomputed
 prepend
+preprocess
 preprocessor
+pretrained
 probability
 programmatically
 pybind
+pytorch
 qaoa
 qed
 quantize
@@ -308,13 +331,15 @@ qumode
 qumodes
 reStructuredText
 reconfigurable
+repro
 runtime
 runtimes
 rvalue
 scalability
 scalable
 selectable
 sexualized
+shakespeare
 shifter
 shifters
 shors
@@ -346,6 +371,7 @@ superpositions
 symplectic
 tablegen
 templated
+todos
 toolchain
 toolchains
 toolset

.gitmodules

@@ -48,3 +48,6 @@
 [submodule "tpls/Stim"]
 	path = tpls/Stim
 	url = https://github.com/quantumlib/Stim
+[submodule "docs/sphinx/applications/python/qaoa_gpt_src/FEATHER"]
+	path = docs/sphinx/applications/python/qaoa_gpt_src/FEATHER
+	url = https://github.com/benedekrozemberczki/FEATHER.git

docs/sphinx/applications/python/nanoGPT/.gitattributes

@@ -0,0 +1,4 @@
+# Override jupyter in Github language stats for more accurate estimate of repo code languages
+# reference: https://github.com/github/linguist/blob/master/docs/overrides.md#generated-code
+*.ipynb linguist-generated
+out-save_dir_3k.zip filter=lfs diff=lfs merge=lfs -text

docs/sphinx/applications/python/nanoGPT/.gitignore

@@ -0,0 +1,14 @@
+.DS_Store
+.idea
+.ipynb_checkpoints/
+.vscode
+__pycache__/
+*.bin
+*.pkl
+*.pt
+*.pyc
+input.txt
+env/
+venv/
+*.npy
+*.json

docs/sphinx/applications/python/nanoGPT/LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Andrej Karpathy
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.