Upload pipeline.yaml with huggingface_hub
Browse files- pipeline.yaml +1183 -0
pipeline.yaml
ADDED
@@ -0,0 +1,1183 @@
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1 |
+
distilabel:
|
2 |
+
version: 1.0.3
|
3 |
+
pipeline:
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4 |
+
name: prefs-with-llama-3
|
5 |
+
description: Pipeline using Llama 3 for preference datasets
|
6 |
+
steps:
|
7 |
+
- step:
|
8 |
+
name: load_dataset
|
9 |
+
input_mappings: {}
|
10 |
+
output_mappings:
|
11 |
+
Prompt: instruction
|
12 |
+
batch_size: 50
|
13 |
+
data:
|
14 |
+
- Index: 0
|
15 |
+
Prompt: Give a sample document of USA B-1/B-2 Visa (Business or Tourism Visa)
|
16 |
+
with fake data. Do not use any placeholder or *. Give just text
|
17 |
+
Class: USA
|
18 |
+
Subclass: B-1/B-2 Visa (Business or Tourism Visa)
|
19 |
+
Quantization: true
|
20 |
+
- Index: 1
|
21 |
+
Prompt: Give a sample document of USA B-1/B-2 Visa (Business or Tourism Visa)
|
22 |
+
with fake data. Do not use any placeholder or *. Give just text
|
23 |
+
Class: USA
|
24 |
+
Subclass: B-1/B-2 Visa (Business or Tourism Visa)
|
25 |
+
Quantization: true
|
26 |
+
- Index: 2
|
27 |
+
Prompt: Give a sample document of USA Birth Certificate with fake data. Do
|
28 |
+
not use any placeholder or *. Give just text
|
29 |
+
Class: USA
|
30 |
+
Subclass: Birth Certificate
|
31 |
+
Quantization: true
|
32 |
+
- Index: 3
|
33 |
+
Prompt: Give a sample document of USA Birth Certificate with fake data. Do
|
34 |
+
not use any placeholder or *. Give just text
|
35 |
+
Class: USA
|
36 |
+
Subclass: Birth Certificate
|
37 |
+
Quantization: true
|
38 |
+
- Index: 4
|
39 |
+
Prompt: Give a sample document of USA Certificate of Citizenship with fake
|
40 |
+
data. Do not use any placeholder or *. Give just text
|
41 |
+
Class: USA
|
42 |
+
Subclass: Certificate of Citizenship
|
43 |
+
Quantization: true
|
44 |
+
- Index: 5
|
45 |
+
Prompt: Give a sample document of USA Certificate of Citizenship with fake
|
46 |
+
data. Do not use any placeholder or *. Give just text
|
47 |
+
Class: USA
|
48 |
+
Subclass: Certificate of Citizenship
|
49 |
+
Quantization: true
|
50 |
+
- Index: 6
|
51 |
+
Prompt: Give a sample document of USA Certificate of Naturalization with fake
|
52 |
+
data. Do not use any placeholder or *. Give just text
|
53 |
+
Class: USA
|
54 |
+
Subclass: Certificate of Naturalization
|
55 |
+
Quantization: true
|
56 |
+
- Index: 7
|
57 |
+
Prompt: Give a sample document of USA Certificate of Naturalization with fake
|
58 |
+
data. Do not use any placeholder or *. Give just text
|
59 |
+
Class: USA
|
60 |
+
Subclass: Certificate of Naturalization
|
61 |
+
Quantization: true
|
62 |
+
- Index: 8
|
63 |
+
Prompt: Give a sample document of USA Concealed Carry Permit with fake data.
|
64 |
+
Do not use any placeholder or *. Give just text
|
65 |
+
Class: USA
|
66 |
+
Subclass: Concealed Carry Permit
|
67 |
+
Quantization: true
|
68 |
+
- Index: 9
|
69 |
+
Prompt: Give a sample document of USA Concealed Carry Permit with fake data.
|
70 |
+
Do not use any placeholder or *. Give just text
|
71 |
+
Class: USA
|
72 |
+
Subclass: Concealed Carry Permit
|
73 |
+
Quantization: true
|
74 |
+
- Index: 10
|
75 |
+
Prompt: Give a sample document of USA Consular Report of Birth Abroad with
|
76 |
+
fake data. Do not use any placeholder or *. Give just text
|
77 |
+
Class: USA
|
78 |
+
Subclass: Consular Report of Birth Abroad
|
79 |
+
Quantization: true
|
80 |
+
- Index: 11
|
81 |
+
Prompt: Give a sample document of USA Consular Report of Birth Abroad with
|
82 |
+
fake data. Do not use any placeholder or *. Give just text
|
83 |
+
Class: USA
|
84 |
+
Subclass: Consular Report of Birth Abroad
|
85 |
+
Quantization: true
|
86 |
+
- Index: 12
|
87 |
+
Prompt: Give a sample document of USA Crewmember Visa with fake data. Do not
|
88 |
+
use any placeholder or *. Give just text
|
89 |
+
Class: USA
|
90 |
+
Subclass: Crewmember Visa
|
91 |
+
Quantization: true
|
92 |
+
- Index: 13
|
93 |
+
Prompt: Give a sample document of USA Crewmember Visa with fake data. Do not
|
94 |
+
use any placeholder or *. Give just text
|
95 |
+
Class: USA
|
96 |
+
Subclass: Crewmember Visa
|
97 |
+
Quantization: true
|
98 |
+
- Index: 14
|
99 |
+
Prompt: Give a sample document of USA Cuban/Haitian Entrant Status with fake
|
100 |
+
data. Do not use any placeholder or *. Give just text
|
101 |
+
Class: USA
|
102 |
+
Subclass: Cuban/Haitian Entrant Status
|
103 |
+
Quantization: true
|
104 |
+
- Index: 15
|
105 |
+
Prompt: Give a sample document of USA Cuban/Haitian Entrant Status with fake
|
106 |
+
data. Do not use any placeholder or *. Give just text
|
107 |
+
Class: USA
|
108 |
+
Subclass: Cuban/Haitian Entrant Status
|
109 |
+
Quantization: true
|
110 |
+
- Index: 16
|
111 |
+
Prompt: Give a sample document of USA DV Lottery Visa (Diversity Visa) with
|
112 |
+
fake data. Do not use any placeholder or *. Give just text
|
113 |
+
Class: USA
|
114 |
+
Subclass: DV Lottery Visa (Diversity Visa)
|
115 |
+
Quantization: true
|
116 |
+
- Index: 17
|
117 |
+
Prompt: Give a sample document of USA DV Lottery Visa (Diversity Visa) with
|
118 |
+
fake data. Do not use any placeholder or *. Give just text
|
119 |
+
Class: USA
|
120 |
+
Subclass: DV Lottery Visa (Diversity Visa)
|
121 |
+
Quantization: true
|
122 |
+
- Index: 18
|
123 |
+
Prompt: Give a sample document of USA Diplomatic Visa with fake data. Do not
|
124 |
+
use any placeholder or *. Give just text
|
125 |
+
Class: USA
|
126 |
+
Subclass: Diplomatic Visa
|
127 |
+
Quantization: true
|
128 |
+
- Index: 19
|
129 |
+
Prompt: Give a sample document of USA Diplomatic Visa with fake data. Do not
|
130 |
+
use any placeholder or *. Give just text
|
131 |
+
Class: USA
|
132 |
+
Subclass: Diplomatic Visa
|
133 |
+
Quantization: true
|
134 |
+
- Index: 20
|
135 |
+
Prompt: Give a sample document of USA Employment Authorization Document (EAD)
|
136 |
+
with fake data. Do not use any placeholder or *. Give just text
|
137 |
+
Class: USA
|
138 |
+
Subclass: Employment Authorization Document (EAD)
|
139 |
+
Quantization: true
|
140 |
+
- Index: 21
|
141 |
+
Prompt: Give a sample document of USA Employment Authorization Document (EAD)
|
142 |
+
with fake data. Do not use any placeholder or *. Give just text
|
143 |
+
Class: USA
|
144 |
+
Subclass: Employment Authorization Document (EAD)
|
145 |
+
Quantization: true
|
146 |
+
- Index: 22
|
147 |
+
Prompt: Give a sample document of USA Employment-Based Immigrant Visa with
|
148 |
+
fake data. Do not use any placeholder or *. Give just text
|
149 |
+
Class: USA
|
150 |
+
Subclass: Employment-Based Immigrant Visa
|
151 |
+
Quantization: true
|
152 |
+
- Index: 23
|
153 |
+
Prompt: Give a sample document of USA Employment-Based Immigrant Visa with
|
154 |
+
fake data. Do not use any placeholder or *. Give just text
|
155 |
+
Class: USA
|
156 |
+
Subclass: Employment-Based Immigrant Visa
|
157 |
+
Quantization: true
|
158 |
+
- Index: 24
|
159 |
+
Prompt: "Give a sample document of USA Enhanced Driver\u2019s License with\
|
160 |
+
\ fake data. Do not use any placeholder or *. Give just text"
|
161 |
+
Class: USA
|
162 |
+
Subclass: "Enhanced Driver\u2019s License"
|
163 |
+
Quantization: true
|
164 |
+
- Index: 25
|
165 |
+
Prompt: "Give a sample document of USA Enhanced Driver\u2019s License with\
|
166 |
+
\ fake data. Do not use any placeholder or *. Give just text"
|
167 |
+
Class: USA
|
168 |
+
Subclass: "Enhanced Driver\u2019s License"
|
169 |
+
Quantization: true
|
170 |
+
- Index: 26
|
171 |
+
Prompt: Give a sample document of USA F-1 Visa (Student Visa) with fake data.
|
172 |
+
Do not use any placeholder or *. Give just text
|
173 |
+
Class: USA
|
174 |
+
Subclass: F-1 Visa (Student Visa)
|
175 |
+
Quantization: true
|
176 |
+
- Index: 27
|
177 |
+
Prompt: Give a sample document of USA F-1 Visa (Student Visa) with fake data.
|
178 |
+
Do not use any placeholder or *. Give just text
|
179 |
+
Class: USA
|
180 |
+
Subclass: F-1 Visa (Student Visa)
|
181 |
+
Quantization: true
|
182 |
+
- Index: 28
|
183 |
+
Prompt: Give a sample document of USA Family-Sponsored Immigrant Visa with
|
184 |
+
fake data. Do not use any placeholder or *. Give just text
|
185 |
+
Class: USA
|
186 |
+
Subclass: Family-Sponsored Immigrant Visa
|
187 |
+
Quantization: true
|
188 |
+
- Index: 29
|
189 |
+
Prompt: Give a sample document of USA Family-Sponsored Immigrant Visa with
|
190 |
+
fake data. Do not use any placeholder or *. Give just text
|
191 |
+
Class: USA
|
192 |
+
Subclass: Family-Sponsored Immigrant Visa
|
193 |
+
Quantization: true
|
194 |
+
- Index: 30
|
195 |
+
Prompt: Give a sample document of USA Federal Building Access Card with fake
|
196 |
+
data. Do not use any placeholder or *. Give just text
|
197 |
+
Class: USA
|
198 |
+
Subclass: Federal Building Access Card
|
199 |
+
Quantization: true
|
200 |
+
- Index: 31
|
201 |
+
Prompt: Give a sample document of USA Federal Building Access Card with fake
|
202 |
+
data. Do not use any placeholder or *. Give just text
|
203 |
+
Class: USA
|
204 |
+
Subclass: Federal Building Access Card
|
205 |
+
Quantization: true
|
206 |
+
- Index: 32
|
207 |
+
Prompt: Give a sample document of USA Global Entry Card with fake data. Do
|
208 |
+
not use any placeholder or *. Give just text
|
209 |
+
Class: USA
|
210 |
+
Subclass: Global Entry Card
|
211 |
+
Quantization: true
|
212 |
+
- Index: 33
|
213 |
+
Prompt: Give a sample document of USA Global Entry Card with fake data. Do
|
214 |
+
not use any placeholder or *. Give just text
|
215 |
+
Class: USA
|
216 |
+
Subclass: Global Entry Card
|
217 |
+
Quantization: true
|
218 |
+
- Index: 34
|
219 |
+
Prompt: Give a sample document of USA H-1B Visa (Work Visa) with fake data.
|
220 |
+
Do not use any placeholder or *. Give just text
|
221 |
+
Class: USA
|
222 |
+
Subclass: H-1B Visa (Work Visa)
|
223 |
+
Quantization: true
|
224 |
+
- Index: 35
|
225 |
+
Prompt: Give a sample document of USA H-1B Visa (Work Visa) with fake data.
|
226 |
+
Do not use any placeholder or *. Give just text
|
227 |
+
Class: USA
|
228 |
+
Subclass: H-1B Visa (Work Visa)
|
229 |
+
Quantization: true
|
230 |
+
- Index: 36
|
231 |
+
Prompt: Give a sample document of USA Healthcare Provider ID Card (issued
|
232 |
+
by some government healthcare organizations) with fake data. Do not use
|
233 |
+
any placeholder or *. Give just text
|
234 |
+
Class: USA
|
235 |
+
Subclass: Healthcare Provider ID Card (issued by some government healthcare
|
236 |
+
organizations)
|
237 |
+
Quantization: true
|
238 |
+
- Index: 37
|
239 |
+
Prompt: Give a sample document of USA Healthcare Provider ID Card (issued
|
240 |
+
by some government healthcare organizations) with fake data. Do not use
|
241 |
+
any placeholder or *. Give just text
|
242 |
+
Class: USA
|
243 |
+
Subclass: Healthcare Provider ID Card (issued by some government healthcare
|
244 |
+
organizations)
|
245 |
+
Quantization: true
|
246 |
+
- Index: 38
|
247 |
+
Prompt: Give a sample document of USA I Visa (Foreign Media Representatives)
|
248 |
+
with fake data. Do not use any placeholder or *. Give just text
|
249 |
+
Class: USA
|
250 |
+
Subclass: I Visa (Foreign Media Representatives)
|
251 |
+
Quantization: true
|
252 |
+
- Index: 39
|
253 |
+
Prompt: Give a sample document of USA I Visa (Foreign Media Representatives)
|
254 |
+
with fake data. Do not use any placeholder or *. Give just text
|
255 |
+
Class: USA
|
256 |
+
Subclass: I Visa (Foreign Media Representatives)
|
257 |
+
Quantization: true
|
258 |
+
- Index: 40
|
259 |
+
Prompt: Give a sample document of USA Immigrant Visa with fake data. Do not
|
260 |
+
use any placeholder or *. Give just text
|
261 |
+
Class: USA
|
262 |
+
Subclass: Immigrant Visa
|
263 |
+
Quantization: true
|
264 |
+
- Index: 41
|
265 |
+
Prompt: Give a sample document of USA Immigrant Visa with fake data. Do not
|
266 |
+
use any placeholder or *. Give just text
|
267 |
+
Class: USA
|
268 |
+
Subclass: Immigrant Visa
|
269 |
+
Quantization: true
|
270 |
+
- Index: 42
|
271 |
+
Prompt: Give a sample document of USA J-1 Visa (Exchange Visitor Visa) with
|
272 |
+
fake data. Do not use any placeholder or *. Give just text
|
273 |
+
Class: USA
|
274 |
+
Subclass: J-1 Visa (Exchange Visitor Visa)
|
275 |
+
Quantization: true
|
276 |
+
- Index: 43
|
277 |
+
Prompt: Give a sample document of USA J-1 Visa (Exchange Visitor Visa) with
|
278 |
+
fake data. Do not use any placeholder or *. Give just text
|
279 |
+
Class: USA
|
280 |
+
Subclass: J-1 Visa (Exchange Visitor Visa)
|
281 |
+
Quantization: true
|
282 |
+
- Index: 44
|
283 |
+
Prompt: "Give a sample document of USA K-1 Visa (Fianc\xE9 Visa) with fake\
|
284 |
+
\ data. Do not use any placeholder or *. Give just text"
|
285 |
+
Class: USA
|
286 |
+
Subclass: "K-1 Visa (Fianc\xE9 Visa)"
|
287 |
+
Quantization: true
|
288 |
+
- Index: 45
|
289 |
+
Prompt: "Give a sample document of USA K-1 Visa (Fianc\xE9 Visa) with fake\
|
290 |
+
\ data. Do not use any placeholder or *. Give just text"
|
291 |
+
Class: USA
|
292 |
+
Subclass: "K-1 Visa (Fianc\xE9 Visa)"
|
293 |
+
Quantization: true
|
294 |
+
- Index: 46
|
295 |
+
Prompt: "Give a sample document of USA K-2 Visa (Dependent of Fianc\xE9 Visa\
|
296 |
+
\ Holder) with fake data. Do not use any placeholder or *. Give just text"
|
297 |
+
Class: USA
|
298 |
+
Subclass: "K-2 Visa (Dependent of Fianc\xE9 Visa Holder)"
|
299 |
+
Quantization: true
|
300 |
+
- Index: 47
|
301 |
+
Prompt: "Give a sample document of USA K-2 Visa (Dependent of Fianc\xE9 Visa\
|
302 |
+
\ Holder) with fake data. Do not use any placeholder or *. Give just text"
|
303 |
+
Class: USA
|
304 |
+
Subclass: "K-2 Visa (Dependent of Fianc\xE9 Visa Holder)"
|
305 |
+
Quantization: true
|
306 |
+
- Index: 48
|
307 |
+
Prompt: Give a sample document of USA K-3 Visa (Spouse of U.S. Citizen) with
|
308 |
+
fake data. Do not use any placeholder or *. Give just text
|
309 |
+
Class: USA
|
310 |
+
Subclass: K-3 Visa (Spouse of U.S. Citizen)
|
311 |
+
Quantization: true
|
312 |
+
- Index: 49
|
313 |
+
Prompt: Give a sample document of USA K-3 Visa (Spouse of U.S. Citizen) with
|
314 |
+
fake data. Do not use any placeholder or *. Give just text
|
315 |
+
Class: USA
|
316 |
+
Subclass: K-3 Visa (Spouse of U.S. Citizen)
|
317 |
+
Quantization: true
|
318 |
+
- Index: 50
|
319 |
+
Prompt: Give a sample document of USA K-4 Visa (Child of K-3 Visa Holder)
|
320 |
+
with fake data. Do not use any placeholder or *. Give just text
|
321 |
+
Class: USA
|
322 |
+
Subclass: K-4 Visa (Child of K-3 Visa Holder)
|
323 |
+
Quantization: true
|
324 |
+
- Index: 51
|
325 |
+
Prompt: Give a sample document of USA K-4 Visa (Child of K-3 Visa Holder)
|
326 |
+
with fake data. Do not use any placeholder or *. Give just text
|
327 |
+
Class: USA
|
328 |
+
Subclass: K-4 Visa (Child of K-3 Visa Holder)
|
329 |
+
Quantization: true
|
330 |
+
- Index: 52
|
331 |
+
Prompt: Give a sample document of USA L-1 Visa (Intracompany Transferee) with
|
332 |
+
fake data. Do not use any placeholder or *. Give just text
|
333 |
+
Class: USA
|
334 |
+
Subclass: L-1 Visa (Intracompany Transferee)
|
335 |
+
Quantization: true
|
336 |
+
- Index: 53
|
337 |
+
Prompt: Give a sample document of USA L-1 Visa (Intracompany Transferee) with
|
338 |
+
fake data. Do not use any placeholder or *. Give just text
|
339 |
+
Class: USA
|
340 |
+
Subclass: L-1 Visa (Intracompany Transferee)
|
341 |
+
Quantization: true
|
342 |
+
- Index: 54
|
343 |
+
Prompt: Give a sample document of USA Medical Marijuana Card (in states where
|
344 |
+
legalized) with fake data. Do not use any placeholder or *. Give just text
|
345 |
+
Class: USA
|
346 |
+
Subclass: Medical Marijuana Card (in states where legalized)
|
347 |
+
Quantization: true
|
348 |
+
- Index: 55
|
349 |
+
Prompt: Give a sample document of USA Medical Marijuana Card (in states where
|
350 |
+
legalized) with fake data. Do not use any placeholder or *. Give just text
|
351 |
+
Class: USA
|
352 |
+
Subclass: Medical Marijuana Card (in states where legalized)
|
353 |
+
Quantization: true
|
354 |
+
- Index: 56
|
355 |
+
Prompt: Give a sample document of USA Merchant Mariner Credential (MMC) with
|
356 |
+
fake data. Do not use any placeholder or *. Give just text
|
357 |
+
Class: USA
|
358 |
+
Subclass: Merchant Mariner Credential (MMC)
|
359 |
+
Quantization: true
|
360 |
+
- Index: 57
|
361 |
+
Prompt: Give a sample document of USA Merchant Mariner Credential (MMC) with
|
362 |
+
fake data. Do not use any placeholder or *. Give just text
|
363 |
+
Class: USA
|
364 |
+
Subclass: Merchant Mariner Credential (MMC)
|
365 |
+
Quantization: true
|
366 |
+
- Index: 58
|
367 |
+
Prompt: Give a sample document of USA Military ID Card with fake data. Do
|
368 |
+
not use any placeholder or *. Give just text
|
369 |
+
Class: USA
|
370 |
+
Subclass: Military ID Card
|
371 |
+
Quantization: true
|
372 |
+
- Index: 59
|
373 |
+
Prompt: Give a sample document of USA Military ID Card with fake data. Do
|
374 |
+
not use any placeholder or *. Give just text
|
375 |
+
Class: USA
|
376 |
+
Subclass: Military ID Card
|
377 |
+
Quantization: true
|
378 |
+
- Index: 60
|
379 |
+
Prompt: Give a sample document of USA NASA Access Card with fake data. Do
|
380 |
+
not use any placeholder or *. Give just text
|
381 |
+
Class: USA
|
382 |
+
Subclass: NASA Access Card
|
383 |
+
Quantization: true
|
384 |
+
- Index: 61
|
385 |
+
Prompt: Give a sample document of USA NASA Access Card with fake data. Do
|
386 |
+
not use any placeholder or *. Give just text
|
387 |
+
Class: USA
|
388 |
+
Subclass: NASA Access Card
|
389 |
+
Quantization: true
|
390 |
+
- Index: 62
|
391 |
+
Prompt: Give a sample document of USA National Guard ID Card with fake data.
|
392 |
+
Do not use any placeholder or *. Give just text
|
393 |
+
Class: USA
|
394 |
+
Subclass: National Guard ID Card
|
395 |
+
Quantization: true
|
396 |
+
- Index: 63
|
397 |
+
Prompt: Give a sample document of USA National Guard ID Card with fake data.
|
398 |
+
Do not use any placeholder or *. Give just text
|
399 |
+
Class: USA
|
400 |
+
Subclass: National Guard ID Card
|
401 |
+
Quantization: true
|
402 |
+
- Index: 64
|
403 |
+
Prompt: Give a sample document of USA Nexus Card with fake data. Do not use
|
404 |
+
any placeholder or *. Give just text
|
405 |
+
Class: USA
|
406 |
+
Subclass: Nexus Card
|
407 |
+
Quantization: true
|
408 |
+
- Index: 65
|
409 |
+
Prompt: Give a sample document of USA Nexus Card with fake data. Do not use
|
410 |
+
any placeholder or *. Give just text
|
411 |
+
Class: USA
|
412 |
+
Subclass: Nexus Card
|
413 |
+
Quantization: true
|
414 |
+
- Index: 66
|
415 |
+
Prompt: Give a sample document of USA O Visa (Individuals with Extraordinary
|
416 |
+
Ability or Achievement) with fake data. Do not use any placeholder or *.
|
417 |
+
Give just text
|
418 |
+
Class: USA
|
419 |
+
Subclass: O Visa (Individuals with Extraordinary Ability or Achievement)
|
420 |
+
Quantization: true
|
421 |
+
- Index: 67
|
422 |
+
Prompt: Give a sample document of USA O Visa (Individuals with Extraordinary
|
423 |
+
Ability or Achievement) with fake data. Do not use any placeholder or *.
|
424 |
+
Give just text
|
425 |
+
Class: USA
|
426 |
+
Subclass: O Visa (Individuals with Extraordinary Ability or Achievement)
|
427 |
+
Quantization: true
|
428 |
+
- Index: 68
|
429 |
+
Prompt: Give a sample document of USA Official U.S. Government Contractor
|
430 |
+
ID Card with fake data. Do not use any placeholder or *. Give just text
|
431 |
+
Class: USA
|
432 |
+
Subclass: Official U.S. Government Contractor ID Card
|
433 |
+
Quantization: true
|
434 |
+
- Index: 69
|
435 |
+
Prompt: Give a sample document of USA Official U.S. Government Contractor
|
436 |
+
ID Card with fake data. Do not use any placeholder or *. Give just text
|
437 |
+
Class: USA
|
438 |
+
Subclass: Official U.S. Government Contractor ID Card
|
439 |
+
Quantization: true
|
440 |
+
- Index: 70
|
441 |
+
Prompt: Give a sample document of USA Official Visa with fake data. Do not
|
442 |
+
use any placeholder or *. Give just text
|
443 |
+
Class: USA
|
444 |
+
Subclass: Official Visa
|
445 |
+
Quantization: true
|
446 |
+
- Index: 71
|
447 |
+
Prompt: Give a sample document of USA Official Visa with fake data. Do not
|
448 |
+
use any placeholder or *. Give just text
|
449 |
+
Class: USA
|
450 |
+
Subclass: Official Visa
|
451 |
+
Quantization: true
|
452 |
+
- Index: 72
|
453 |
+
Prompt: Give a sample document of USA P Visa (Internationally Recognized Athletes/Performers)
|
454 |
+
with fake data. Do not use any placeholder or *. Give just text
|
455 |
+
Class: USA
|
456 |
+
Subclass: P Visa (Internationally Recognized Athletes/Performers)
|
457 |
+
Quantization: true
|
458 |
+
- Index: 73
|
459 |
+
Prompt: Give a sample document of USA P Visa (Internationally Recognized Athletes/Performers)
|
460 |
+
with fake data. Do not use any placeholder or *. Give just text
|
461 |
+
Class: USA
|
462 |
+
Subclass: P Visa (Internationally Recognized Athletes/Performers)
|
463 |
+
Quantization: true
|
464 |
+
- Index: 74
|
465 |
+
Prompt: Give a sample document of USA Passport with fake data. Do not use
|
466 |
+
any placeholder or *. Give just text
|
467 |
+
Class: USA
|
468 |
+
Subclass: Passport
|
469 |
+
Quantization: true
|
470 |
+
- Index: 75
|
471 |
+
Prompt: Give a sample document of USA Passport with fake data. Do not use
|
472 |
+
any placeholder or *. Give just text
|
473 |
+
Class: USA
|
474 |
+
Subclass: Passport
|
475 |
+
Quantization: true
|
476 |
+
- Index: 76
|
477 |
+
Prompt: Give a sample document of USA Passport Card with fake data. Do not
|
478 |
+
use any placeholder or *. Give just text
|
479 |
+
Class: USA
|
480 |
+
Subclass: Passport Card
|
481 |
+
Quantization: true
|
482 |
+
- Index: 77
|
483 |
+
Prompt: Give a sample document of USA Passport Card with fake data. Do not
|
484 |
+
use any placeholder or *. Give just text
|
485 |
+
Class: USA
|
486 |
+
Subclass: Passport Card
|
487 |
+
Quantization: true
|
488 |
+
- Index: 78
|
489 |
+
Prompt: Give a sample document of USA Permanent Resident Card (Green Card)
|
490 |
+
with fake data. Do not use any placeholder or *. Give just text
|
491 |
+
Class: USA
|
492 |
+
Subclass: Permanent Resident Card (Green Card)
|
493 |
+
Quantization: true
|
494 |
+
- Index: 79
|
495 |
+
Prompt: Give a sample document of USA Permanent Resident Card (Green Card)
|
496 |
+
with fake data. Do not use any placeholder or *. Give just text
|
497 |
+
Class: USA
|
498 |
+
Subclass: Permanent Resident Card (Green Card)
|
499 |
+
Quantization: true
|
500 |
+
- Index: 80
|
501 |
+
Prompt: Give a sample document of USA Public Benefits Identification Card
|
502 |
+
(state-level ID for programs like SNAP) with fake data. Do not use any placeholder
|
503 |
+
or *. Give just text
|
504 |
+
Class: USA
|
505 |
+
Subclass: Public Benefits Identification Card (state-level ID for programs
|
506 |
+
like SNAP)
|
507 |
+
Quantization: true
|
508 |
+
- Index: 81
|
509 |
+
Prompt: Give a sample document of USA Public Benefits Identification Card
|
510 |
+
(state-level ID for programs like SNAP) with fake data. Do not use any placeholder
|
511 |
+
or *. Give just text
|
512 |
+
Class: USA
|
513 |
+
Subclass: Public Benefits Identification Card (state-level ID for programs
|
514 |
+
like SNAP)
|
515 |
+
Quantization: true
|
516 |
+
- Index: 82
|
517 |
+
Prompt: Give a sample document of USA Public School Teacher ID Card with fake
|
518 |
+
data. Do not use any placeholder or *. Give just text
|
519 |
+
Class: USA
|
520 |
+
Subclass: Public School Teacher ID Card
|
521 |
+
Quantization: true
|
522 |
+
- Index: 83
|
523 |
+
Prompt: Give a sample document of USA Public School Teacher ID Card with fake
|
524 |
+
data. Do not use any placeholder or *. Give just text
|
525 |
+
Class: USA
|
526 |
+
Subclass: Public School Teacher ID Card
|
527 |
+
Quantization: true
|
528 |
+
- Index: 84
|
529 |
+
Prompt: Give a sample document of USA Public Transportation Card (issued in
|
530 |
+
some states for public transit) with fake data. Do not use any placeholder
|
531 |
+
or *. Give just text
|
532 |
+
Class: USA
|
533 |
+
Subclass: Public Transportation Card (issued in some states for public transit)
|
534 |
+
Quantization: true
|
535 |
+
- Index: 85
|
536 |
+
Prompt: Give a sample document of USA Public Transportation Card (issued in
|
537 |
+
some states for public transit) with fake data. Do not use any placeholder
|
538 |
+
or *. Give just text
|
539 |
+
Class: USA
|
540 |
+
Subclass: Public Transportation Card (issued in some states for public transit)
|
541 |
+
Quantization: true
|
542 |
+
- Index: 86
|
543 |
+
Prompt: Give a sample document of USA R Visa (Religious Workers) with fake
|
544 |
+
data. Do not use any placeholder or *. Give just text
|
545 |
+
Class: USA
|
546 |
+
Subclass: R Visa (Religious Workers)
|
547 |
+
Quantization: true
|
548 |
+
- Index: 87
|
549 |
+
Prompt: Give a sample document of USA R Visa (Religious Workers) with fake
|
550 |
+
data. Do not use any placeholder or *. Give just text
|
551 |
+
Class: USA
|
552 |
+
Subclass: R Visa (Religious Workers)
|
553 |
+
Quantization: true
|
554 |
+
- Index: 88
|
555 |
+
Prompt: Give a sample document of USA Re-entry Permit with fake data. Do not
|
556 |
+
use any placeholder or *. Give just text
|
557 |
+
Class: USA
|
558 |
+
Subclass: Re-entry Permit
|
559 |
+
Quantization: true
|
560 |
+
- Index: 89
|
561 |
+
Prompt: Give a sample document of USA Re-entry Permit with fake data. Do not
|
562 |
+
use any placeholder or *. Give just text
|
563 |
+
Class: USA
|
564 |
+
Subclass: Re-entry Permit
|
565 |
+
Quantization: true
|
566 |
+
- Index: 90
|
567 |
+
Prompt: Give a sample document of USA Refugee Admission Approval Document
|
568 |
+
with fake data. Do not use any placeholder or *. Give just text
|
569 |
+
Class: USA
|
570 |
+
Subclass: Refugee Admission Approval Document
|
571 |
+
Quantization: true
|
572 |
+
- Index: 91
|
573 |
+
Prompt: Give a sample document of USA Refugee Admission Approval Document
|
574 |
+
with fake data. Do not use any placeholder or *. Give just text
|
575 |
+
Class: USA
|
576 |
+
Subclass: Refugee Admission Approval Document
|
577 |
+
Quantization: true
|
578 |
+
- Index: 92
|
579 |
+
Prompt: Give a sample document of USA Refugee Travel Document with fake data.
|
580 |
+
Do not use any placeholder or *. Give just text
|
581 |
+
Class: USA
|
582 |
+
Subclass: Refugee Travel Document
|
583 |
+
Quantization: true
|
584 |
+
- Index: 93
|
585 |
+
Prompt: Give a sample document of USA Refugee Travel Document with fake data.
|
586 |
+
Do not use any placeholder or *. Give just text
|
587 |
+
Class: USA
|
588 |
+
Subclass: Refugee Travel Document
|
589 |
+
Quantization: true
|
590 |
+
- Index: 94
|
591 |
+
Prompt: Give a sample document of USA S Visa (Witnesses/Informants) with fake
|
592 |
+
data. Do not use any placeholder or *. Give just text
|
593 |
+
Class: USA
|
594 |
+
Subclass: S Visa (Witnesses/Informants)
|
595 |
+
Quantization: true
|
596 |
+
- Index: 95
|
597 |
+
Prompt: Give a sample document of USA S Visa (Witnesses/Informants) with fake
|
598 |
+
data. Do not use any placeholder or *. Give just text
|
599 |
+
Class: USA
|
600 |
+
Subclass: S Visa (Witnesses/Informants)
|
601 |
+
Quantization: true
|
602 |
+
- Index: 96
|
603 |
+
Prompt: Give a sample document of USA School District Staff ID Card with fake
|
604 |
+
data. Do not use any placeholder or *. Give just text
|
605 |
+
Class: USA
|
606 |
+
Subclass: School District Staff ID Card
|
607 |
+
Quantization: true
|
608 |
+
- Index: 97
|
609 |
+
Prompt: Give a sample document of USA School District Staff ID Card with fake
|
610 |
+
data. Do not use any placeholder or *. Give just text
|
611 |
+
Class: USA
|
612 |
+
Subclass: School District Staff ID Card
|
613 |
+
Quantization: true
|
614 |
+
- Index: 98
|
615 |
+
Prompt: Give a sample document of USA Sentri Card with fake data. Do not use
|
616 |
+
any placeholder or *. Give just text
|
617 |
+
Class: USA
|
618 |
+
Subclass: Sentri Card
|
619 |
+
Quantization: true
|
620 |
+
- Index: 99
|
621 |
+
Prompt: Give a sample document of USA Sentri Card with fake data. Do not use
|
622 |
+
any placeholder or *. Give just text
|
623 |
+
Class: USA
|
624 |
+
Subclass: Sentri Card
|
625 |
+
Quantization: true
|
626 |
+
- Index: 100
|
627 |
+
Prompt: Give a sample document of USA Social Security Card with fake data.
|
628 |
+
Do not use any placeholder or *. Give just text
|
629 |
+
Class: USA
|
630 |
+
Subclass: Social Security Card
|
631 |
+
Quantization: true
|
632 |
+
- Index: 101
|
633 |
+
Prompt: Give a sample document of USA Social Security Card with fake data.
|
634 |
+
Do not use any placeholder or *. Give just text
|
635 |
+
Class: USA
|
636 |
+
Subclass: Social Security Card
|
637 |
+
Quantization: true
|
638 |
+
- Index: 102
|
639 |
+
Prompt: "Give a sample document of USA Standard Driver\u2019s License with\
|
640 |
+
\ fake data. Do not use any placeholder or *. Give just text"
|
641 |
+
Class: USA
|
642 |
+
Subclass: "Standard Driver\u2019s License"
|
643 |
+
Quantization: true
|
644 |
+
- Index: 103
|
645 |
+
Prompt: "Give a sample document of USA Standard Driver\u2019s License with\
|
646 |
+
\ fake data. Do not use any placeholder or *. Give just text"
|
647 |
+
Class: USA
|
648 |
+
Subclass: "Standard Driver\u2019s License"
|
649 |
+
Quantization: true
|
650 |
+
- Index: 104
|
651 |
+
Prompt: Give a sample document of USA State Fishing/Hunting License with fake
|
652 |
+
data. Do not use any placeholder or *. Give just text
|
653 |
+
Class: USA
|
654 |
+
Subclass: State Fishing/Hunting License
|
655 |
+
Quantization: true
|
656 |
+
- Index: 105
|
657 |
+
Prompt: Give a sample document of USA State Fishing/Hunting License with fake
|
658 |
+
data. Do not use any placeholder or *. Give just text
|
659 |
+
Class: USA
|
660 |
+
Subclass: State Fishing/Hunting License
|
661 |
+
Quantization: true
|
662 |
+
- Index: 106
|
663 |
+
Prompt: Give a sample document of USA State ID Card with fake data. Do not
|
664 |
+
use any placeholder or *. Give just text
|
665 |
+
Class: USA
|
666 |
+
Subclass: State ID Card
|
667 |
+
Quantization: true
|
668 |
+
- Index: 107
|
669 |
+
Prompt: Give a sample document of USA State ID Card with fake data. Do not
|
670 |
+
use any placeholder or *. Give just text
|
671 |
+
Class: USA
|
672 |
+
Subclass: State ID Card
|
673 |
+
Quantization: true
|
674 |
+
- Index: 108
|
675 |
+
Prompt: Give a sample document of USA State Professional Licenses (teaching,
|
676 |
+
law, etc.) with fake data. Do not use any placeholder or *. Give just text
|
677 |
+
Class: USA
|
678 |
+
Subclass: State Professional Licenses (teaching, law, etc.)
|
679 |
+
Quantization: true
|
680 |
+
- Index: 109
|
681 |
+
Prompt: Give a sample document of USA State Professional Licenses (teaching,
|
682 |
+
law, etc.) with fake data. Do not use any placeholder or *. Give just text
|
683 |
+
Class: USA
|
684 |
+
Subclass: State Professional Licenses (teaching, law, etc.)
|
685 |
+
Quantization: true
|
686 |
+
- Index: 110
|
687 |
+
Prompt: Give a sample document of USA State Voter Registration Card with fake
|
688 |
+
data. Do not use any placeholder or *. Give just text
|
689 |
+
Class: USA
|
690 |
+
Subclass: State Voter Registration Card
|
691 |
+
Quantization: true
|
692 |
+
- Index: 111
|
693 |
+
Prompt: Give a sample document of USA State Voter Registration Card with fake
|
694 |
+
data. Do not use any placeholder or *. Give just text
|
695 |
+
Class: USA
|
696 |
+
Subclass: State Voter Registration Card
|
697 |
+
Quantization: true
|
698 |
+
- Index: 112
|
699 |
+
Prompt: Give a sample document of USA T Visa (Victims of Human Trafficking)
|
700 |
+
with fake data. Do not use any placeholder or *. Give just text
|
701 |
+
Class: USA
|
702 |
+
Subclass: T Visa (Victims of Human Trafficking)
|
703 |
+
Quantization: true
|
704 |
+
- Index: 113
|
705 |
+
Prompt: Give a sample document of USA T Visa (Victims of Human Trafficking)
|
706 |
+
with fake data. Do not use any placeholder or *. Give just text
|
707 |
+
Class: USA
|
708 |
+
Subclass: T Visa (Victims of Human Trafficking)
|
709 |
+
Quantization: true
|
710 |
+
- Index: 114
|
711 |
+
Prompt: Give a sample document of USA Temporary Protected Status (TPS) with
|
712 |
+
fake data. Do not use any placeholder or *. Give just text
|
713 |
+
Class: USA
|
714 |
+
Subclass: Temporary Protected Status (TPS)
|
715 |
+
Quantization: true
|
716 |
+
- Index: 115
|
717 |
+
Prompt: Give a sample document of USA Temporary Protected Status (TPS) with
|
718 |
+
fake data. Do not use any placeholder or *. Give just text
|
719 |
+
Class: USA
|
720 |
+
Subclass: Temporary Protected Status (TPS)
|
721 |
+
Quantization: true
|
722 |
+
- Index: 116
|
723 |
+
Prompt: Give a sample document of USA Transit Visa with fake data. Do not
|
724 |
+
use any placeholder or *. Give just text
|
725 |
+
Class: USA
|
726 |
+
Subclass: Transit Visa
|
727 |
+
Quantization: true
|
728 |
+
- Index: 117
|
729 |
+
Prompt: Give a sample document of USA Transit Visa with fake data. Do not
|
730 |
+
use any placeholder or *. Give just text
|
731 |
+
Class: USA
|
732 |
+
Subclass: Transit Visa
|
733 |
+
Quantization: true
|
734 |
+
- Index: 118
|
735 |
+
Prompt: Give a sample document of USA Transportation Worker Identification
|
736 |
+
Credential (TWIC) with fake data. Do not use any placeholder or *. Give
|
737 |
+
just text
|
738 |
+
Class: USA
|
739 |
+
Subclass: Transportation Worker Identification Credential (TWIC)
|
740 |
+
Quantization: true
|
741 |
+
- Index: 119
|
742 |
+
Prompt: Give a sample document of USA Transportation Worker Identification
|
743 |
+
Credential (TWIC) with fake data. Do not use any placeholder or *. Give
|
744 |
+
just text
|
745 |
+
Class: USA
|
746 |
+
Subclass: Transportation Worker Identification Credential (TWIC)
|
747 |
+
Quantization: true
|
748 |
+
- Index: 120
|
749 |
+
Prompt: Give a sample document of USA Tribal ID Card with fake data. Do not
|
750 |
+
use any placeholder or *. Give just text
|
751 |
+
Class: USA
|
752 |
+
Subclass: Tribal ID Card
|
753 |
+
Quantization: true
|
754 |
+
- Index: 121
|
755 |
+
Prompt: Give a sample document of USA Tribal ID Card with fake data. Do not
|
756 |
+
use any placeholder or *. Give just text
|
757 |
+
Class: USA
|
758 |
+
Subclass: Tribal ID Card
|
759 |
+
Quantization: true
|
760 |
+
- Index: 122
|
761 |
+
Prompt: Give a sample document of USA U Visa (Victims of Crime) with fake
|
762 |
+
data. Do not use any placeholder or *. Give just text
|
763 |
+
Class: USA
|
764 |
+
Subclass: U Visa (Victims of Crime)
|
765 |
+
Quantization: true
|
766 |
+
- Index: 123
|
767 |
+
Prompt: Give a sample document of USA U Visa (Victims of Crime) with fake
|
768 |
+
data. Do not use any placeholder or *. Give just text
|
769 |
+
Class: USA
|
770 |
+
Subclass: U Visa (Victims of Crime)
|
771 |
+
Quantization: true
|
772 |
+
- Index: 124
|
773 |
+
Prompt: Give a sample document of USA Veteran Identification Card with fake
|
774 |
+
data. Do not use any placeholder or *. Give just text
|
775 |
+
Class: USA
|
776 |
+
Subclass: Veteran Identification Card
|
777 |
+
Quantization: true
|
778 |
+
- Index: 125
|
779 |
+
Prompt: Give a sample document of USA Veteran Identification Card with fake
|
780 |
+
data. Do not use any placeholder or *. Give just text
|
781 |
+
Class: USA
|
782 |
+
Subclass: Veteran Identification Card
|
783 |
+
Quantization: true
|
784 |
+
- Index: 126
|
785 |
+
Prompt: Give a sample document of USA Veterans Health Identification Card
|
786 |
+
with fake data. Do not use any placeholder or *. Give just text
|
787 |
+
Class: USA
|
788 |
+
Subclass: Veterans Health Identification Card
|
789 |
+
Quantization: true
|
790 |
+
- Index: 127
|
791 |
+
Prompt: Give a sample document of USA Veterans Health Identification Card
|
792 |
+
with fake data. Do not use any placeholder or *. Give just text
|
793 |
+
Class: USA
|
794 |
+
Subclass: Veterans Health Identification Card
|
795 |
+
Quantization: true
|
796 |
+
runtime_parameters_info:
|
797 |
+
- name: batch_size
|
798 |
+
optional: true
|
799 |
+
description: The number of rows that will contain the batches generated by
|
800 |
+
the step.
|
801 |
+
type_info:
|
802 |
+
module: distilabel.steps.generators.data
|
803 |
+
name: LoadDataFromDicts
|
804 |
+
name: load_dataset
|
805 |
+
- step:
|
806 |
+
name: generate_with_llama3_8B
|
807 |
+
input_mappings: {}
|
808 |
+
output_mappings: {}
|
809 |
+
input_batch_size: 50
|
810 |
+
llm:
|
811 |
+
generation_kwargs:
|
812 |
+
max_new_tokens: 1024
|
813 |
+
temperature: 0.7
|
814 |
+
stop_sequences:
|
815 |
+
- <|eot_id|>
|
816 |
+
- <|end_of_text|>
|
817 |
+
model_id: meta-llama/Meta-Llama-3-8B-Instruct
|
818 |
+
endpoint_name: null
|
819 |
+
endpoint_namespace: null
|
820 |
+
base_url: null
|
821 |
+
tokenizer_id: meta-llama/Meta-Llama-3-8B-Instruct
|
822 |
+
model_display_name: null
|
823 |
+
use_openai_client: false
|
824 |
+
type_info:
|
825 |
+
module: distilabel.llms.huggingface.inference_endpoints
|
826 |
+
name: InferenceEndpointsLLM
|
827 |
+
group_generations: false
|
828 |
+
num_generations: 1
|
829 |
+
runtime_parameters_info:
|
830 |
+
- name: input_batch_size
|
831 |
+
optional: true
|
832 |
+
description: The number of rows that will contain the batches processed by
|
833 |
+
the step.
|
834 |
+
- name: llm
|
835 |
+
runtime_parameters_info:
|
836 |
+
- name: generation_kwargs
|
837 |
+
description: The kwargs to be propagated to either `generate` or `agenerate`
|
838 |
+
methods within each `LLM`.
|
839 |
+
keys:
|
840 |
+
- name: max_new_tokens
|
841 |
+
optional: true
|
842 |
+
description: the maximum number of new tokens that the model will generate. Defaults
|
843 |
+
to `128`.
|
844 |
+
- name: frequency_penalty
|
845 |
+
optional: true
|
846 |
+
description: the repetition penalty to use for the generation. Defaults to
|
847 |
+
`0.0`. Only applies if `use_openai_client=True`.
|
848 |
+
- name: presence_penalty
|
849 |
+
optional: true
|
850 |
+
description: the presence penalty to use for the generation. Defaults
|
851 |
+
to `0.0`. Only applies if `use_openai_client=True`.
|
852 |
+
- name: repetition_penalty
|
853 |
+
optional: true
|
854 |
+
description: the repetition penalty to use for the generation. Defaults to
|
855 |
+
`None`. Only applies if `use_openai_client=False`.
|
856 |
+
- name: temperature
|
857 |
+
optional: true
|
858 |
+
description: the temperature to use for the generation. Defaults to `1.0`.
|
859 |
+
- name: do_sample
|
860 |
+
optional: true
|
861 |
+
description: whether to use sampling for the generation. Defaults to `False`. Only
|
862 |
+
applies if `use_openai_client=False`.
|
863 |
+
- name: top_k
|
864 |
+
optional: true
|
865 |
+
description: the top-k value to use for the generation. Defaults to `0.8`,
|
866 |
+
since neither `0.0` nor `1.0` are valid values in TGI.
|
867 |
+
- name: top_p
|
868 |
+
optional: true
|
869 |
+
description: the top-p value to use for the generation. Defaults to `1.0`.
|
870 |
+
- name: typical_p
|
871 |
+
optional: true
|
872 |
+
description: the typical-p value to use for the generation. Defaults to
|
873 |
+
`0.5`.
|
874 |
+
- name: stop_sequences
|
875 |
+
optional: true
|
876 |
+
description: either a single string or a list of strings containing the
|
877 |
+
sequences to stop the generation at. Defaults to `None`, but will be
|
878 |
+
set to the `tokenizer.eos_token` if available.
|
879 |
+
- name: endpoint_name
|
880 |
+
optional: true
|
881 |
+
description: The name of the Inference Endpoint to use for the LLM.
|
882 |
+
- name: endpoint_namespace
|
883 |
+
optional: true
|
884 |
+
description: The namespace of the Inference Endpoint to use for the LLM.
|
885 |
+
- name: base_url
|
886 |
+
optional: true
|
887 |
+
description: The base URL to use for the Inference Endpoints API requests.
|
888 |
+
- name: api_key
|
889 |
+
optional: true
|
890 |
+
description: The API key to authenticate the requests to the Inference Endpoints
|
891 |
+
API.
|
892 |
+
- name: num_generations
|
893 |
+
optional: true
|
894 |
+
description: The number of generations to be produced per input.
|
895 |
+
type_info:
|
896 |
+
module: distilabel.steps.tasks.text_generation
|
897 |
+
name: TextGeneration
|
898 |
+
name: generate_with_llama3_8B
|
899 |
+
- step:
|
900 |
+
name: generate_with_gpt_2
|
901 |
+
input_mappings: {}
|
902 |
+
output_mappings: {}
|
903 |
+
input_batch_size: 50
|
904 |
+
llm:
|
905 |
+
generation_kwargs:
|
906 |
+
max_new_tokens: 1024
|
907 |
+
temperature: 0.7
|
908 |
+
stop_sequences:
|
909 |
+
- <|eot_id|>
|
910 |
+
- <|end_of_text|>
|
911 |
+
model_id: meta-llama/Meta-Llama-3-8B-Instruct
|
912 |
+
endpoint_name: null
|
913 |
+
endpoint_namespace: null
|
914 |
+
base_url: null
|
915 |
+
tokenizer_id: meta-llama/Meta-Llama-3-8B-Instruct
|
916 |
+
model_display_name: null
|
917 |
+
use_openai_client: false
|
918 |
+
type_info:
|
919 |
+
module: distilabel.llms.huggingface.inference_endpoints
|
920 |
+
name: InferenceEndpointsLLM
|
921 |
+
group_generations: false
|
922 |
+
num_generations: 1
|
923 |
+
runtime_parameters_info:
|
924 |
+
- name: input_batch_size
|
925 |
+
optional: true
|
926 |
+
description: The number of rows that will contain the batches processed by
|
927 |
+
the step.
|
928 |
+
- name: llm
|
929 |
+
runtime_parameters_info:
|
930 |
+
- name: generation_kwargs
|
931 |
+
description: The kwargs to be propagated to either `generate` or `agenerate`
|
932 |
+
methods within each `LLM`.
|
933 |
+
keys:
|
934 |
+
- name: max_new_tokens
|
935 |
+
optional: true
|
936 |
+
description: the maximum number of new tokens that the model will generate. Defaults
|
937 |
+
to `128`.
|
938 |
+
- name: frequency_penalty
|
939 |
+
optional: true
|
940 |
+
description: the repetition penalty to use for the generation. Defaults to
|
941 |
+
`0.0`. Only applies if `use_openai_client=True`.
|
942 |
+
- name: presence_penalty
|
943 |
+
optional: true
|
944 |
+
description: the presence penalty to use for the generation. Defaults
|
945 |
+
to `0.0`. Only applies if `use_openai_client=True`.
|
946 |
+
- name: repetition_penalty
|
947 |
+
optional: true
|
948 |
+
description: the repetition penalty to use for the generation. Defaults to
|
949 |
+
`None`. Only applies if `use_openai_client=False`.
|
950 |
+
- name: temperature
|
951 |
+
optional: true
|
952 |
+
description: the temperature to use for the generation. Defaults to `1.0`.
|
953 |
+
- name: do_sample
|
954 |
+
optional: true
|
955 |
+
description: whether to use sampling for the generation. Defaults to `False`. Only
|
956 |
+
applies if `use_openai_client=False`.
|
957 |
+
- name: top_k
|
958 |
+
optional: true
|
959 |
+
description: the top-k value to use for the generation. Defaults to `0.8`,
|
960 |
+
since neither `0.0` nor `1.0` are valid values in TGI.
|
961 |
+
- name: top_p
|
962 |
+
optional: true
|
963 |
+
description: the top-p value to use for the generation. Defaults to `1.0`.
|
964 |
+
- name: typical_p
|
965 |
+
optional: true
|
966 |
+
description: the typical-p value to use for the generation. Defaults to
|
967 |
+
`0.5`.
|
968 |
+
- name: stop_sequences
|
969 |
+
optional: true
|
970 |
+
description: either a single string or a list of strings containing the
|
971 |
+
sequences to stop the generation at. Defaults to `None`, but will be
|
972 |
+
set to the `tokenizer.eos_token` if available.
|
973 |
+
- name: endpoint_name
|
974 |
+
optional: true
|
975 |
+
description: The name of the Inference Endpoint to use for the LLM.
|
976 |
+
- name: endpoint_namespace
|
977 |
+
optional: true
|
978 |
+
description: The namespace of the Inference Endpoint to use for the LLM.
|
979 |
+
- name: base_url
|
980 |
+
optional: true
|
981 |
+
description: The base URL to use for the Inference Endpoints API requests.
|
982 |
+
- name: api_key
|
983 |
+
optional: true
|
984 |
+
description: The API key to authenticate the requests to the Inference Endpoints
|
985 |
+
API.
|
986 |
+
- name: num_generations
|
987 |
+
optional: true
|
988 |
+
description: The number of generations to be produced per input.
|
989 |
+
type_info:
|
990 |
+
module: distilabel.steps.tasks.text_generation
|
991 |
+
name: TextGeneration
|
992 |
+
name: generate_with_gpt_2
|
993 |
+
- step:
|
994 |
+
name: combine_columns
|
995 |
+
input_mappings: {}
|
996 |
+
output_mappings: {}
|
997 |
+
input_batch_size: 50
|
998 |
+
columns:
|
999 |
+
- generation
|
1000 |
+
- model_name
|
1001 |
+
output_columns:
|
1002 |
+
- generations
|
1003 |
+
- generation_models
|
1004 |
+
runtime_parameters_info:
|
1005 |
+
- name: input_batch_size
|
1006 |
+
optional: true
|
1007 |
+
description: The number of rows that will contain the batches processed by
|
1008 |
+
the step.
|
1009 |
+
type_info:
|
1010 |
+
module: distilabel.steps.combine
|
1011 |
+
name: CombineColumns
|
1012 |
+
name: combine_columns
|
1013 |
+
- step:
|
1014 |
+
name: ultrafeedback
|
1015 |
+
input_mappings: {}
|
1016 |
+
output_mappings: {}
|
1017 |
+
input_batch_size: 50
|
1018 |
+
llm:
|
1019 |
+
generation_kwargs:
|
1020 |
+
max_new_tokens: 1024
|
1021 |
+
temperature: 0.1
|
1022 |
+
stop_sequences:
|
1023 |
+
- <|eot_id|>
|
1024 |
+
- <|end_of_text|>
|
1025 |
+
model_id: openai-community/gpt2
|
1026 |
+
endpoint_name: null
|
1027 |
+
endpoint_namespace: null
|
1028 |
+
base_url: null
|
1029 |
+
tokenizer_id: openai-community/gpt2
|
1030 |
+
model_display_name: null
|
1031 |
+
use_openai_client: false
|
1032 |
+
type_info:
|
1033 |
+
module: distilabel.llms.huggingface.inference_endpoints
|
1034 |
+
name: InferenceEndpointsLLM
|
1035 |
+
group_generations: false
|
1036 |
+
num_generations: 1
|
1037 |
+
aspect: overall-rating
|
1038 |
+
runtime_parameters_info:
|
1039 |
+
- name: input_batch_size
|
1040 |
+
optional: true
|
1041 |
+
description: The number of rows that will contain the batches processed by
|
1042 |
+
the step.
|
1043 |
+
- name: llm
|
1044 |
+
runtime_parameters_info:
|
1045 |
+
- name: generation_kwargs
|
1046 |
+
description: The kwargs to be propagated to either `generate` or `agenerate`
|
1047 |
+
methods within each `LLM`.
|
1048 |
+
keys:
|
1049 |
+
- name: max_new_tokens
|
1050 |
+
optional: true
|
1051 |
+
description: the maximum number of new tokens that the model will generate. Defaults
|
1052 |
+
to `128`.
|
1053 |
+
- name: frequency_penalty
|
1054 |
+
optional: true
|
1055 |
+
description: the repetition penalty to use for the generation. Defaults to
|
1056 |
+
`0.0`. Only applies if `use_openai_client=True`.
|
1057 |
+
- name: presence_penalty
|
1058 |
+
optional: true
|
1059 |
+
description: the presence penalty to use for the generation. Defaults
|
1060 |
+
to `0.0`. Only applies if `use_openai_client=True`.
|
1061 |
+
- name: repetition_penalty
|
1062 |
+
optional: true
|
1063 |
+
description: the repetition penalty to use for the generation. Defaults to
|
1064 |
+
`None`. Only applies if `use_openai_client=False`.
|
1065 |
+
- name: temperature
|
1066 |
+
optional: true
|
1067 |
+
description: the temperature to use for the generation. Defaults to `1.0`.
|
1068 |
+
- name: do_sample
|
1069 |
+
optional: true
|
1070 |
+
description: whether to use sampling for the generation. Defaults to `False`. Only
|
1071 |
+
applies if `use_openai_client=False`.
|
1072 |
+
- name: top_k
|
1073 |
+
optional: true
|
1074 |
+
description: the top-k value to use for the generation. Defaults to `0.8`,
|
1075 |
+
since neither `0.0` nor `1.0` are valid values in TGI.
|
1076 |
+
- name: top_p
|
1077 |
+
optional: true
|
1078 |
+
description: the top-p value to use for the generation. Defaults to `1.0`.
|
1079 |
+
- name: typical_p
|
1080 |
+
optional: true
|
1081 |
+
description: the typical-p value to use for the generation. Defaults to
|
1082 |
+
`0.5`.
|
1083 |
+
- name: stop_sequences
|
1084 |
+
optional: true
|
1085 |
+
description: either a single string or a list of strings containing the
|
1086 |
+
sequences to stop the generation at. Defaults to `None`, but will be
|
1087 |
+
set to the `tokenizer.eos_token` if available.
|
1088 |
+
- name: endpoint_name
|
1089 |
+
optional: true
|
1090 |
+
description: The name of the Inference Endpoint to use for the LLM.
|
1091 |
+
- name: endpoint_namespace
|
1092 |
+
optional: true
|
1093 |
+
description: The namespace of the Inference Endpoint to use for the LLM.
|
1094 |
+
- name: base_url
|
1095 |
+
optional: true
|
1096 |
+
description: The base URL to use for the Inference Endpoints API requests.
|
1097 |
+
- name: api_key
|
1098 |
+
optional: true
|
1099 |
+
description: The API key to authenticate the requests to the Inference Endpoints
|
1100 |
+
API.
|
1101 |
+
- name: num_generations
|
1102 |
+
optional: true
|
1103 |
+
description: The number of generations to be produced per input.
|
1104 |
+
type_info:
|
1105 |
+
module: distilabel.steps.tasks.ultrafeedback
|
1106 |
+
name: UltraFeedback
|
1107 |
+
name: ultrafeedback
|
1108 |
+
- step:
|
1109 |
+
name: keep_columns
|
1110 |
+
input_mappings: {}
|
1111 |
+
output_mappings: {}
|
1112 |
+
input_batch_size: 50
|
1113 |
+
columns:
|
1114 |
+
- instruction
|
1115 |
+
- generations
|
1116 |
+
- generation_models
|
1117 |
+
- ratings
|
1118 |
+
- rationales
|
1119 |
+
runtime_parameters_info:
|
1120 |
+
- name: input_batch_size
|
1121 |
+
optional: true
|
1122 |
+
description: The number of rows that will contain the batches processed by
|
1123 |
+
the step.
|
1124 |
+
type_info:
|
1125 |
+
module: distilabel.steps.keep
|
1126 |
+
name: KeepColumns
|
1127 |
+
name: keep_columns
|
1128 |
+
- step:
|
1129 |
+
name: push_to_argilla
|
1130 |
+
input_mappings: {}
|
1131 |
+
output_mappings: {}
|
1132 |
+
input_batch_size: 50
|
1133 |
+
dataset_name: govt_id
|
1134 |
+
dataset_workspace: admin
|
1135 |
+
api_url: https://rohit228-argilla-llm.hf.space
|
1136 |
+
num_generations: 2
|
1137 |
+
runtime_parameters_info:
|
1138 |
+
- name: input_batch_size
|
1139 |
+
optional: true
|
1140 |
+
description: The number of rows that will contain the batches processed by
|
1141 |
+
the step.
|
1142 |
+
- name: dataset_name
|
1143 |
+
optional: false
|
1144 |
+
description: The name of the dataset in Argilla.
|
1145 |
+
- name: dataset_workspace
|
1146 |
+
optional: true
|
1147 |
+
description: The workspace where the dataset will be created in Argilla. Defaultsto
|
1148 |
+
`None` which means it will be created in the default workspace.
|
1149 |
+
- name: api_url
|
1150 |
+
optional: true
|
1151 |
+
description: The base URL to use for the Argilla API requests.
|
1152 |
+
- name: api_key
|
1153 |
+
optional: true
|
1154 |
+
description: The API key to authenticate the requests to the Argilla API.
|
1155 |
+
type_info:
|
1156 |
+
module: distilabel.steps.argilla.preference
|
1157 |
+
name: PreferenceToArgilla
|
1158 |
+
name: push_to_argilla
|
1159 |
+
connections:
|
1160 |
+
- from: load_dataset
|
1161 |
+
to:
|
1162 |
+
- generate_with_llama3_8B
|
1163 |
+
- generate_with_gpt_2
|
1164 |
+
- from: generate_with_llama3_8B
|
1165 |
+
to:
|
1166 |
+
- combine_columns
|
1167 |
+
- from: generate_with_gpt_2
|
1168 |
+
to:
|
1169 |
+
- combine_columns
|
1170 |
+
- from: combine_columns
|
1171 |
+
to:
|
1172 |
+
- ultrafeedback
|
1173 |
+
- from: ultrafeedback
|
1174 |
+
to:
|
1175 |
+
- keep_columns
|
1176 |
+
- push_to_argilla
|
1177 |
+
- from: keep_columns
|
1178 |
+
to: []
|
1179 |
+
- from: push_to_argilla
|
1180 |
+
to: []
|
1181 |
+
type_info:
|
1182 |
+
module: distilabel.pipeline.local
|
1183 |
+
name: Pipeline
|