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  1. extract-devanbu-small-corpus:
  2. cmd: unzip devanbu-small-corpus.zip -d devanbu-small-corpus
  3. deps:
  4. - path: devanbu-small-corpus.zip
  5. md5: 53ef1189ccdc6a53b7545d06bbf13278
  6. outs:
  7. - path: devanbu-small-corpus
  8. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  9. training:
  10. cmd: jq "$(<to-fuzzy-sharp-config.jq)" config.json > params.json && virtualenv .venv
  11. && source .venv/bin/activate && LANGMODELS_COMMIT_HASH=$(<langmodels-commit-hash.txt)
  12. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_COMMIT_HASH/requirements.txt
  13. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_COMMIT_HASH
  14. && langmodels train --config=$(pwd)/config.json --output-path=$(pwd)/output --patch="corpus.path=$(pwd)/devanbu-small-corpus"
  15. --rewrite-output --save-every-epoch; rm -rf .venv
  16. deps:
  17. - path: config.json
  18. md5: f183090c7501b5d21f7c16c6922425a2
  19. - path: devanbu-small-corpus
  20. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  21. - path: langmodels-commit-hash.txt
  22. md5: 574dced4d6c602e6f793813cfed6c197
  23. - path: to-fuzzy-sharp-config.jq
  24. md5: 3825af7e45f80d0f050b6f7a0f1f5313
  25. outs:
  26. - path: output/config
  27. md5: 10ca4aa992594446107452d7a2147084
  28. - path: output/epoch_0.pth
  29. md5: 37befb771530a4c2a506c78ab19b0fc9
  30. - path: output/epoch_10.pth
  31. md5: 5523e741ebca179f290bdece32de62f7
  32. - path: output/epoch_159.pth
  33. md5: b4c55c101d1a98c05b783fc0bf7dec86
  34. - path: output/epoch_19.pth
  35. md5: b76c39da785018d5eada6e98c37cbb5c
  36. - path: output/epoch_2.pth
  37. md5: 9af9397b281b29caf242c45381d4a973
  38. - path: output/epoch_5.pth
  39. md5: 0b1eda9bdd03cb870d335be5cfc2191e
  40. - path: output/epoch_79.pth
  41. md5: 6ae2891a8e432a1f4d8af9cf197d0c6a
  42. - path: output/training_metrics.csv
  43. md5: f6dd00c72c120052a6a3036d18dd1337
  44. - path: output/vocab
  45. md5: c5463963c945d04dcbcf3927ec3fb04c
  46. evaluation:
  47. cmd: virtualenv .venv && source .venv/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  48. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  49. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  50. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/valid -o
  51. $(pwd)/evaluation -b 64; rm -rf .venv
  52. deps:
  53. - path: output/best.pth
  54. md5: f2bd6a0afe7e5da93e2c79c3e51ca97b
  55. - path: devanbu-small-corpus
  56. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  57. - path: langmodels-v2-commit-hash.txt
  58. md5: 06c04948605698c77d7e248bb65f8576
  59. outs:
  60. - path: evaluation
  61. md5: 498a7aa750357061c3be9b9718a3ae35.dir
  62. evaluation-test:
  63. cmd: virtualenv .venv && source .venv/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  64. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  65. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  66. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-0
  67. -b 64; rm -rf .venv
  68. deps:
  69. - path: devanbu-small-corpus
  70. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  71. - path: langmodels-v2-commit-hash.txt
  72. md5: 501d7799c83977aba7427cd1e397ef98
  73. - path: output/epoch_0.pth
  74. md5: 2e599659bdcd305e135ccc4993c26bb5
  75. outs:
  76. - path: evaluation-test-0
  77. md5: d3a25253ec38ab31bda4f7206c935312.dir
  78. evaluation-test-19:
  79. cmd: virtualenv .venv && source .venv/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  80. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  81. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  82. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-19
  83. -b 64; rm -rf .venv
  84. deps:
  85. - path: devanbu-small-corpus
  86. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  87. - path: langmodels-v2-commit-hash.txt
  88. md5: 501d7799c83977aba7427cd1e397ef98
  89. - path: output/epoch_19.pth
  90. md5: b356cc430b4885b697be21d665dfd9bc
  91. outs:
  92. - path: evaluation-test-19
  93. md5: 7530c3a43807f3650f7faf64d5fc40c8.dir
  94. evaluation-test-79:
  95. cmd: virtualenv .venv && source .venv/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  96. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  97. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  98. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-79
  99. -b 64; rm -rf .venv
  100. deps:
  101. - path: devanbu-small-corpus
  102. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  103. - path: langmodels-v2-commit-hash.txt
  104. md5: 501d7799c83977aba7427cd1e397ef98
  105. - path: output/epoch_79.pth
  106. md5: 4a7fa3de97abfd88913ddfb40e6dcf36
  107. outs:
  108. - path: evaluation-test-79
  109. md5: a4fd5dfe318267010b8acb1c918a642b.dir
  110. evaluation-0:
  111. cmd: virtualenv .venv0 && source .venv0/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  112. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  113. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  114. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-0
  115. -b 64 -e 0; rm -rf .venv0
  116. deps:
  117. - path: devanbu-small-corpus
  118. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  119. - path: langmodels-v2-commit-hash.txt
  120. md5: cdad36691a5848279410b450ca6f3f49
  121. - path: output/epoch_0.pth
  122. md5: 37befb771530a4c2a506c78ab19b0fc9
  123. outs:
  124. - path: evaluation-test-0
  125. md5: 380aea44d1633c7d7969ed5e1a59dd99.dir
  126. evaluation-19:
  127. cmd: virtualenv .venv19 && source .venv19/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  128. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  129. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  130. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-19
  131. -b 64 -e 19; rm -rf .venv19
  132. deps:
  133. - path: devanbu-small-corpus
  134. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  135. - path: langmodels-v2-commit-hash.txt
  136. md5: cdad36691a5848279410b450ca6f3f49
  137. - path: output/epoch_19.pth
  138. md5: b76c39da785018d5eada6e98c37cbb5c
  139. outs:
  140. - path: evaluation-test-19
  141. md5: 41768ccf25bf146e9b5b49a9b637df59.dir
  142. evaluation-79:
  143. cmd: virtualenv .venv79 && source .venv79/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  144. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  145. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  146. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-79
  147. -b 64 -e 79; rm -rf .venv79
  148. deps:
  149. - path: devanbu-small-corpus
  150. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  151. - path: langmodels-v2-commit-hash.txt
  152. md5: cdad36691a5848279410b450ca6f3f49
  153. - path: output/epoch_79.pth
  154. md5: 6ae2891a8e432a1f4d8af9cf197d0c6a
  155. outs:
  156. - path: evaluation-test-79
  157. md5: af51b0844f96c204330b1666c28e5ae4.dir
  158. evaluation-159:
  159. cmd: virtualenv .venv159 && source .venv159/bin/activate && LANGMODELS_V2_COMMIT_HASH=$(<langmodels-v2-commit-hash.txt)
  160. && pip install -r https://raw.githubusercontent.com/giganticode/langmodels/$LANGMODELS_V2_COMMIT_HASH/requirements.txt
  161. && pip install git+https://github.com/giganticode/langmodels@$LANGMODELS_V2_COMMIT_HASH
  162. && langmodels evaluate $(pwd)/output -p $(pwd)/devanbu-small-corpus/test -o $(pwd)/evaluation-test-159
  163. -b 64 -e 159; rm -rf .venv159
  164. deps:
  165. - path: devanbu-small-corpus
  166. md5: fbfc6bc25a11e40705a235b12e9f0637.dir
  167. - path: langmodels-v2-commit-hash.txt
  168. md5: cdad36691a5848279410b450ca6f3f49
  169. - path: output/epoch_159.pth
  170. md5: b4c55c101d1a98c05b783fc0bf7dec86
  171. outs:
  172. - path: evaluation-test-159
  173. md5: bca9f122550b705176eed411ed40a912.dir
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