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Commits on Jul 24, 2023

  1. parallelize multi-head attention

    @leloykun
    leloykun committed Jul 24, 2023
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  2. Speed up rmsnorm by using sqrtf/expf 

    Problem:
- exp and sqrt are using double precision for operations which is not
  required.

Solution:
- Use expf and sqrtf intead.

Notes:
- Although it's using single precision doesn't seem to affect the
  result.

Results: ~ 10% improvement
  - before:  940 tok/s
  - after:  1020 tok/s
    @krzysztof-jusiak
    krzysztof-jusiak committed Jul 24, 2023
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  3. git push origin masterMerge branch 'admu-progvar-master'

    @karpathy
    karpathy committed Jul 24, 2023
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  4. tweak argparse. fix steps=256, even if some models may support longer… 

    … maximum seq_len. get rid of seed option for now, use temp=0.0 for deterministic behavior
    @karpathy
    karpathy committed Jul 24, 2023
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  5. Update README.md with TinyStories model series

    @karpathy
    karpathy authored Jul 24, 2023
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  6. Merge pull request karpathy#43 from krzysztof-jusiak/rmsnorm 

    Speed up rmsnorm by using sqrtf/expf
    @karpathy
    karpathy authored Jul 24, 2023
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  7. Add discord link to Readme

    @karpathy
    karpathy authored Jul 24, 2023
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  8. add a simple makefile

    @karpathy
    karpathy committed Jul 24, 2023
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  9. MSVC Compatibility fix for timer 

    use clock() instead of gettimeofday() for cross-platform compatibility
    @richinseattle
    richinseattle authored Jul 24, 2023
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  10. candidate memmap implementation

    @karpathy
    karpathy committed Jul 24, 2023
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  11. add rundebug to makefile, useful for spotting issues and such

    @karpathy
    karpathy committed Jul 24, 2023
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  12. tune readme around timings etc

    @karpathy
    karpathy committed Jul 24, 2023
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  13. Merge branch 'karpathy:master' into richinseattle-patch-1

    @richinseattle
    richinseattle authored Jul 24, 2023
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  14. Switch to using timespec_get() for cross OS compatibility

    @richinseattle
    richinseattle authored Jul 24, 2023
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  15. Merge pull request karpathy#48 from richinseattle/richinseattle-patch-1 

    MSVC Compatibility fix for timer
    @karpathy
    karpathy authored Jul 24, 2023
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Commits on Jul 25, 2023

  1. merge conflict resolve with imports

    @karpathy
    karpathy committed Jul 25, 2023
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  2. Merge pull request karpathy#50 from karpathy/memmap 

    candidate memmap implementation
    @karpathy
    karpathy authored Jul 25, 2023
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  3. we can inference Meta's Llama 2 7B, yay

    @karpathy
    karpathy committed Jul 25, 2023
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  4. Update README.md

    @karpathy
    karpathy authored Jul 25, 2023
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  5. Update README.md: small tweaks

    @karpathy
    karpathy authored Jul 25, 2023
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  6. Update README.md

    @karpathy
    karpathy authored Jul 25, 2023
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  7. Fixed time_in_ms() compile time error (termux and neoterm) 

    clang version 16.0.4
    @emma-eva
    emma-eva authored Jul 25, 2023
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  8. intimately

    @RichardScottOZ
    RichardScottOZ authored Jul 25, 2023
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  9. Merge pull request karpathy#69 from RichardScottOZ/patch-1 

    intimately
    @karpathy
    karpathy authored Jul 25, 2023
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  10. fix bug in timing - use steps not max seq len doh

    @karpathy
    karpathy committed Jul 25, 2023
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  11. add the 110m model, as it finished training

    @karpathy
    karpathy committed Jul 25, 2023
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  12. fix typo in readme after adding the 110m model

    @karpathy
    karpathy committed Jul 25, 2023
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  13. Update README.md

    @karpathy
    karpathy authored Jul 25, 2023
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  14. Update README.md: formate output samples

    @madroidmaq
    madroidmaq committed Jul 25, 2023
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  15. Export llama without llama

    @python273
    python273 committed Jul 25, 2023
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  16. Merge pull request karpathy#77 from madroidmaq/master 

    Update README.md: formate output samples
    @karpathy
    karpathy authored Jul 25, 2023
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  17. Merge pull request karpathy#60 from emma-eva/patch-1 

    Fixed time_in_ms() compile time error (termux and neoterm)
    @karpathy
    karpathy authored Jul 25, 2023
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  18. Merge pull request karpathy#85 from python273/export-llama-without-llama 

    Export llama without llama
    @karpathy
    karpathy authored Jul 25, 2023
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  19. Update README.md: new llama model export

    @karpathy
    karpathy authored Jul 25, 2023
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  20. honestly at this point this is a lot more my nanogpt code than llama … 

    …code
    @karpathy
    karpathy committed Jul 25, 2023
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Commits on Jul 26, 2023

  1. Improve locality

    @aegkmq
    aegkmq committed Jul 26, 2023
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  2. Refactor freqs_cis into freqs_cos and freqs_sin, and remove complex64… 

    … for ONNX export compatibility
    @ai-doge
    ai-doge committed Jul 26, 2023
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  3. Minor cleanup

    @aegkmq
    aegkmq committed Jul 26, 2023
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  4. Merge branch 'aegkmq-master'

    @karpathy
    karpathy committed Jul 26, 2023
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  5. Update README.md

    @karpathy
    karpathy authored Jul 26, 2023
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  6. Update README.md

    @karpathy
    karpathy authored Jul 26, 2023
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  7. Update README.md

    @karpathy
    karpathy authored Jul 26, 2023
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  8. make compiler tunable in Makefile, i think potentially nice and useful

    @karpathy
    karpathy committed Jul 26, 2023
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  9. small note on traing times

    @karpathy
    karpathy committed Jul 26, 2023
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  10. add some code comments

    @kroggen
    kroggen committed Jul 26, 2023
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  11. Merge pull request karpathy#119 from kroggen/code-comments 

    add some code comments
    @karpathy
    karpathy authored Jul 26, 2023
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  12. add contributing section to readme, and also notable forks section

    @karpathy
    karpathy committed Jul 26, 2023
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Commits on Jul 27, 2023

  1. link to the huggingface hub models instead

    @karpathy
    karpathy committed Jul 27, 2023
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  2. oops missed a section somehow, updating readme

    @karpathy
    karpathy committed Jul 27, 2023
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  3. Center align cute llama image in README 

    Added HTML code to center align the cute llama image in the README file. The image is wrapped in a <p> tag with the "align" attribute set to "center" for proper alignment. Additionally, an "alt" attribute is included for accessibility.
    @som-sama
    som-sama authored Jul 27, 2023
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  4. update openmp pragmas for MSVC compatibility 

    This has no negative impact on Linux and is in preparation for windows support. Windows compiles will not work without additional timer and mmap compatibility patches
    @richinseattle
    richinseattle authored Jul 27, 2023
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  5. light touchups to export script so one doesn't need to pass in a slas… 

    …h at the end
    @karpathy
    karpathy committed Jul 27, 2023
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  6. Merge pull request karpathy#126 from som-sama/patch-1 

    Center align cute llama image in README
    @karpathy
    karpathy authored Jul 27, 2023
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  7. fix whitespace

    @richinseattle
    richinseattle authored Jul 27, 2023
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  8. Merge branch 'patch-1' of https://github.com/richinseattle/llama2.c i… 

    …nto richinseattle-patch-1
    @karpathy
    karpathy committed Jul 27, 2023
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  9. Merge branch 'richinseattle-patch-1'

    @karpathy
    karpathy committed Jul 27, 2023
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  10. Windows compat: Use GetTickCount for delta timer 

    Intentionally not including a windows header here to avoid merge conflict on include with mmap support. cl.exe doesn't complain, mingw warns.
    @richinseattle
    richinseattle authored Jul 27, 2023
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  11. Merge pull request karpathy#128 from richinseattle/patch-1 

    update openmp pragmas for MSVC compatibility
    @karpathy
    karpathy authored Jul 27, 2023
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  12. Merge branch 'master' of github.com:karpathy/llama2.c

    @karpathy
    karpathy committed Jul 27, 2023
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  13. Merge branch 'patch-2' of https://github.com/richinseattle/llama2.c i… 

    …nto richinseattle-patch-2
    @karpathy
    karpathy committed Jul 27, 2023
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  14. Merge branch 'richinseattle-patch-2'

    @karpathy
    karpathy committed Jul 27, 2023
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  15. Include windows support header (for mmap)

    @richinseattle
    richinseattle authored Jul 27, 2023
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  16. Add Windows support files with mmap impl

    @richinseattle
    richinseattle authored Jul 27, 2023
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  17. readme: Include reference to go port 

    This adds a link to my go port of this project.
    @tmc
    tmc authored Jul 27, 2023
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  18. Merge pull request karpathy#131 from tmc/patch-2 

    readme: Include reference to go port
    @karpathy
    karpathy authored Jul 27, 2023
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  19. Merge pull request karpathy#130 from richinseattle/patch-3 

    Add Windows mmap
    @karpathy
    karpathy authored Jul 27, 2023
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  20. add windows build commands

    @richinseattle
    richinseattle committed Jul 27, 2023
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  21. Merge pull request karpathy#132 from richinseattle/master 

    add windows build commands
    @karpathy
    karpathy authored Jul 27, 2023
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  22. stylistic changes for the windows support ifdefs

    @karpathy
    karpathy committed Jul 27, 2023
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  23. touchups to readme: reshuffle todos, and add a windows note

    @karpathy
    karpathy committed Jul 27, 2023
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  24. Update README.md

    @nikolaydubina
    nikolaydubina authored Jul 27, 2023
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  25. add llama2.c-android to readme

    @Manuel030
    Manuel030 committed Jul 27, 2023
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  26. Improve readme: clarify dependencies and other things to install

    @tatellos
    tatellos committed Jul 27, 2023
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  27. Replace the rand() with a portable PRNG

    @aegkmq
    aegkmq committed Jul 27, 2023
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  28. add Makefile option to support builds on amazon linux & centos

    @tairov
    tairov committed Jul 27, 2023
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  29. add README section for centos 7 & amazon linux make target

    @tairov
    tairov committed Jul 27, 2023
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  30. Update README.md

    @nikolaydubina
    nikolaydubina authored Jul 27, 2023
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  31. Merge pull request karpathy#134 from Manuel030/sync-with-upstream 

    add llama2.c-android to readme
    @karpathy
    karpathy authored Jul 27, 2023
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  32. Merge pull request karpathy#137 from tatellos/master 

    Improve readme: clarify dependencies and other things to install
    @karpathy
    karpathy authored Jul 27, 2023
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  33. remove second ifdefs for windows timing by introducing ported version… 

    … of clock_gettime
    @tairov
    tairov committed Jul 27, 2023
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  34. minor whitespaces cleanup

    @tairov
    tairov committed Jul 27, 2023
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  35. Merge pull request karpathy#139 from tairov/gnu 

    Add Makefile target to support builds on amazon linux & centos
    @karpathy
    karpathy authored Jul 27, 2023
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  36. Fix random_f32

    @aegkmq
    aegkmq committed Jul 27, 2023
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  37. add github actions workflow to validate builds on changes in *.c, *.h… 

    … files
    @tairov
    tairov committed Jul 27, 2023
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  38. Merge branch 'win-timing' of https://github.com/tairov/llama2.c into … 

    …tairov-win-timing
    @karpathy
    karpathy committed Jul 27, 2023
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  39. Merge branch 'tairov-win-timing'

    @karpathy
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  40. Merge pull request karpathy#86 from tairov/master 

    Add CI github actions workflow to verify builds on pull_request
    @karpathy
    karpathy authored Jul 27, 2023
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  41. Merge branch 'master' into patch-1

    @nikolaydubina
    nikolaydubina authored Jul 27, 2023
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  42. Add llama2.cpp to notable forks section

    @leloykun
    leloykun authored Jul 27, 2023
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  43. Merge pull request karpathy#146 from admu-progvar/master 

    Add llama2.cpp to notable forks section
    @karpathy
    karpathy authored Jul 27, 2023
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  44. Merge pull request karpathy#133 from nikolaydubina/patch-1 

    Added Go ports
    @karpathy
    karpathy authored Jul 27, 2023
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  45. HF checkpoints i removed the optimizer to save space, init Adam witho… 

    …ut the first/second moments is ok
    @karpathy
    karpathy committed Jul 27, 2023
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  46. propagate the dropout flag

    @karpathy
    karpathy committed Jul 27, 2023
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  47. Merge branch 'master' of github.com:karpathy/llama2.c

    @karpathy
    karpathy committed Jul 27, 2023
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  48. small stylistic fixes and adjustments, fix bug in Makefile, and chang… 

    …e the timing code to skip the first (slow) iteration
    @karpathy
    karpathy committed Jul 27, 2023
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  49. strip leading whitespace

    @karpathy
    karpathy committed Jul 27, 2023
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  50. slightly tune todos of the project

    @karpathy
    karpathy committed Jul 27, 2023
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Commits on Jul 28, 2023

  1. fix: Use correct compiler for Win64 GCC in Makefile

    @murilocurti
    murilocurti authored Jul 28, 2023
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  2. big change: adding prompting. many LOC, but critical. ty @atamurad fo… 

    …r the first draft, i ended up tuning it quite a bit.
    @karpathy
    karpathy committed Jul 28, 2023
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  3. update export_meta_llama_bin, get freqs_cos, freqs_sin independently.

    @ai-doge
    ai-doge committed Jul 28, 2023
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  4. add mention of prompting into readme

    @karpathy
    karpathy committed Jul 28, 2023
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  5. oops readme smallfix

    @karpathy
    karpathy committed Jul 28, 2023
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  6. readme tweaks

    @karpathy
    karpathy committed Jul 28, 2023
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  7. Merge branch 'master' into better-rng

    @aegkmq
    aegkmq authored Jul 28, 2023
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  8. Merge pull request karpathy#138 from aegkmq/better-rng 

    Replace the rand() with a portable rng
    @karpathy
    karpathy authored Jul 28, 2023
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  9. reshuffle blocks of code a bit

    @karpathy
    karpathy committed Jul 28, 2023
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  10. added repository in readme

    Daniil Tcelikin committed Jul 28, 2023
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  11. Add fp fast for better performance on windows

    @GabrielJadderson
    GabrielJadderson committed Jul 28, 2023
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  12. Update README.md 

    Add llama2.js to notable forks section
    @epicure
    epicure authored Jul 28, 2023
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  13. Merge pull request karpathy#163 from epicure/patch-1 

    Add llama2.js to notable forks section
    @karpathy
    karpathy authored Jul 28, 2023
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Commits on Jul 29, 2023

  1. Added Julia port to notable forks section in README.md

    @juvi21
    juvi21 authored Jul 29, 2023
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  2. Add build step for win64 msys2/mingw

    @tairov
    tairov committed Jul 29, 2023
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Commits on Jul 30, 2023

  1. Update README.md

    @cgbur
    cgbur authored Jul 30, 2023
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  2. use ssize_t/int64 and 64bit version of ftell on windows

    @richinseattle
    richinseattle committed Jul 30, 2023
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  3. Added julia port to notable forks section in README.md

    @juvi21
    juvi21 authored Jul 30, 2023
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  4. update mmap.c to use ssize_t instead of off_t for 64bit

    @richinseattle
    richinseattle committed Jul 30, 2023
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  5. clean up windows mmap, drop 32bit support

    @richinseattle
    richinseattle committed Jul 30, 2023
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Commits on Jul 31, 2023

  1. Merge pull request karpathy#178 from cgbur/patch-1 

    Add Zig port of project
    @karpathy
    karpathy authored Jul 31, 2023
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  2. add vodkaslime llama.zig to readme

    @vodkaslime
    vodkaslime committed Jul 31, 2023
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  3. update readme

    @leo-du
    leo-du committed Jul 31, 2023
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  4. README.md - Update notable forks section

    @trholding
    trholding authored Jul 31, 2023
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  5. add link to scala port

    @jrudolph
    jrudolph committed Jul 31, 2023
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Commits on Aug 1, 2023

  1. fix freq_cos, freq_sin serialize

    @ai-doge
    ai-doge committed Aug 1, 2023
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  2. Merge branch 'master' into patch-1

    @juvi21
    juvi21 authored Aug 1, 2023
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  3. Merge pull request karpathy#197 from jrudolph/add-scala-port 

    Scala port
    @karpathy
    karpathy authored Aug 1, 2023
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  4. Merge branch 'master' into llama2.c

    @karpathy
    karpathy authored Aug 1, 2023
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  5. Merge pull request karpathy#194 from celikin/patch-1 

    added JNI for android with compiler optimization
    @karpathy
    karpathy authored Aug 1, 2023
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  6. Merge pull request karpathy#188 from leo-du/llama2.c 

    Add another Rust port in Readme
    @karpathy
    karpathy authored Aug 1, 2023
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  7. Merge branch 'master' of https://github.com/ai-doge/llama2.c into ai-… 

    …doge-master
    @karpathy
    karpathy committed Aug 1, 2023
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  8. Merge branch 'ai-doge-master'

    @karpathy
    karpathy committed Aug 1, 2023
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  9. Merge pull request karpathy#149 from murilocurti/fix/makefile-win64-gcc 

    fix: Use correct compiler for Win64 GCC in Makefile
    @karpathy
    karpathy authored Aug 1, 2023
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  10. Merge branch 'master' into master

    @karpathy
    karpathy authored Aug 1, 2023
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  11. Merge branch 'master' into notable-forks-patch

    @karpathy
    karpathy authored Aug 1, 2023
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  12. Merge pull request karpathy#198 from trholding/notable-forks-patch 

    README.md - Update notable forks section
    @karpathy
    karpathy authored Aug 1, 2023
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  13. Merge pull request karpathy#160 from GabrielJadderson/add-fp-fast 

    Add fp:fast for better performance on windows
    @karpathy
    karpathy authored Aug 1, 2023
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  14. Merge branch 'master' into patch-1

    @karpathy
    karpathy authored Aug 1, 2023
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  15. Merge pull request karpathy#173 from juvi21/patch-1 

    Added julia port to notable forks section in README.md
    @karpathy
    karpathy authored Aug 1, 2023
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  16. Merge branch 'master' into master

    @karpathy
    karpathy authored Aug 1, 2023
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  17. Update README.md: add mention of -f unroll loops option for gcc

    @karpathy
    karpathy authored Aug 1, 2023
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  18. Merge pull request karpathy#186 from vodkaslime/master 

    add vodkaslime llama.zig to readme
    @karpathy
    karpathy authored Aug 1, 2023
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  19. Merge pull request karpathy#179 from richinseattle/windows-ftell64-fix 

    use ssize_t/int64 and 64bit version of ftell on windows
    @karpathy
    karpathy authored Aug 1, 2023
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  20. Merge pull request karpathy#175 from tairov/ci-mingw 

    Add build step for win64 msys2/mingw
    @karpathy
    karpathy authored Aug 1, 2023
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  21. Add tinyshakespeare dataset

    @wlamond
    wlamond committed Aug 1, 2023
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Commits on Aug 2, 2023

  1. Add link to Emscripten port in README

    @gohai
    gohai authored Aug 2, 2023
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  2. Update README.md

    @gohai
    gohai authored Aug 2, 2023
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  3. Add Java port.

    @mukel
    mukel committed Aug 2, 2023
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  4. Merge pull request karpathy#217 from mukel/llama2.java 

    Add Java port.
    @karpathy
    karpathy authored Aug 2, 2023
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  5. Merge pull request karpathy#211 from wlamond/tinyshakespeare 

    Add tinyshakespeare dataset
    @karpathy
    karpathy authored Aug 2, 2023
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  6. Merge branch 'master' into patch-1

    @karpathy
    karpathy authored Aug 2, 2023
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  7. Merge pull request karpathy#216 from gohai/patch-1 

    Add link to Emscripten port in README
    @karpathy
    karpathy authored Aug 2, 2023
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