Class: OpenApiOpenAIClient::CreateCompletionRequest

Inherits:
Object
  • Object
show all
Defined in:
lib/openapi_openai/models/create_completion_request.rb

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ CreateCompletionRequest

Initializes the object

Parameters:

  • attributes (Hash) (defaults to: {}) —

    Model attributes in the form of hash



134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 134

def initialize(attributes = {})
  if (!attributes.is_a?(Hash))
    fail ArgumentError, "The input argument (attributes) must be a hash in `OpenApiOpenAIClient::CreateCompletionRequest` initialize method"
  end

  # check to see if the attribute exists and convert string to symbol for hash key
  attributes = attributes.each_with_object({}) { |(k, v), h|
    if (!self.class.attribute_map.key?(k.to_sym))
      fail ArgumentError, "`#{k}` is not a valid attribute in `OpenApiOpenAIClient::CreateCompletionRequest`. Please check the name to make sure it's valid. List of attributes: " + self.class.attribute_map.keys.inspect
    end
    h[k.to_sym] = v
  }

  if attributes.key?(:'model')
    self.model = attributes[:'model']
  else
    self.model = nil
  end

  if attributes.key?(:'prompt')
    self.prompt = attributes[:'prompt']
  else
    self.prompt = nil
  end

  if attributes.key?(:'suffix')
    self.suffix = attributes[:'suffix']
  end

  if attributes.key?(:'max_tokens')
    self.max_tokens = attributes[:'max_tokens']
  else
    self.max_tokens = 16
  end

  if attributes.key?(:'temperature')
    self.temperature = attributes[:'temperature']
  else
    self.temperature = 1
  end

  if attributes.key?(:'top_p')
    self.top_p = attributes[:'top_p']
  else
    self.top_p = 1
  end

  if attributes.key?(:'n')
    self.n = attributes[:'n']
  else
    self.n = 1
  end

  if attributes.key?(:'stream')
    self.stream = attributes[:'stream']
  else
    self.stream = false
  end

  if attributes.key?(:'logprobs')
    self.logprobs = attributes[:'logprobs']
  end

  if attributes.key?(:'echo')
    self.echo = attributes[:'echo']
  else
    self.echo = false
  end

  if attributes.key?(:'stop')
    self.stop = attributes[:'stop']
  end

  if attributes.key?(:'presence_penalty')
    self.presence_penalty = attributes[:'presence_penalty']
  else
    self.presence_penalty = 0
  end

  if attributes.key?(:'frequency_penalty')
    self.frequency_penalty = attributes[:'frequency_penalty']
  else
    self.frequency_penalty = 0
  end

  if attributes.key?(:'best_of')
    self.best_of = attributes[:'best_of']
  else
    self.best_of = 1
  end

  if attributes.key?(:'logit_bias')
    self.logit_bias = attributes[:'logit_bias']
  end

  if attributes.key?(:'user')
    self.user = attributes[:'user']
  end
end

Instance Attribute Details

#best_of ⇒ Object

Generates ‘best_of` completions server-side and returns the "best" (the one with the highest log probability per token). Results cannot be streamed. When used with `n`, `best_of` controls the number of candidate completions and `n` specifies how many to return – `best_of` must be greater than `n`. Note: Because this parameter generates many completions, it can quickly consume your token quota. Use carefully and ensure that you have reasonable settings for `max_tokens` and `stop`.



55
56
57
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 55

def best_of
  @best_of
end

#echo ⇒ Object

Echo back the prompt in addition to the completion



44
45
46
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 44

def echo
  @echo
end

#frequency_penalty ⇒ Object

Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model’s likelihood to repeat the same line verbatim. [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details)



52
53
54
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 52

def frequency_penalty
  @frequency_penalty
end

#logit_bias ⇒ Object

Modify the likelihood of specified tokens appearing in the completion. Accepts a json object that maps tokens (specified by their token ID in the GPT tokenizer) to an associated bias value from -100 to 100. You can use this [tokenizer tool](/tokenizer?view=bpe) (which works for both GPT-2 and GPT-3) to convert text to token IDs. Mathematically, the bias is added to the logits generated by the model prior to sampling. The exact effect will vary per model, but values between -1 and 1 should decrease or increase likelihood of selection; values like -100 or 100 should result in a ban or exclusive selection of the relevant token. As an example, you can pass ‘-100` to prevent the <|endoftext|> token from being generated.



58
59
60
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 58

def logit_bias
  @logit_bias
end

#logprobs ⇒ Object

Include the log probabilities on the ‘logprobs` most likely tokens, as well the chosen tokens. For example, if `logprobs` is 5, the API will return a list of the 5 most likely tokens. The API will always return the `logprob` of the sampled token, so there may be up to `logprobs+1` elements in the response. The maximum value for `logprobs` is 5.



41
42
43
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 41

def logprobs
  @logprobs
end

#max_tokens ⇒ Object

The maximum number of [tokens](/tokenizer) to generate in the completion. The token count of your prompt plus ‘max_tokens` cannot exceed the model’s context length. [Example Python code](github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb) for counting tokens.



26
27
28
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 26

def max_tokens
  @max_tokens
end

#model ⇒ Object

Returns the value of attribute model.



18
19
20
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 18

def model
  @model
end

#n ⇒ Object

How many completions to generate for each prompt. Note: Because this parameter generates many completions, it can quickly consume your token quota. Use carefully and ensure that you have reasonable settings for ‘max_tokens` and `stop`.



35
36
37
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 35

def n
  @n
end

#presence_penalty ⇒ Object

Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model’s likelihood to talk about new topics. [See more information about frequency and presence penalties.](/docs/api-reference/parameter-details)



49
50
51
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 49

def presence_penalty
  @presence_penalty
end

#prompt ⇒ Object

Returns the value of attribute prompt.



20
21
22
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 20

def prompt
  @prompt
end

#stop ⇒ Object

Returns the value of attribute stop.



46
47
48
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 46

def stop
  @stop
end

#stream ⇒ Object

Whether to stream back partial progress. If set, tokens will be sent as data-only [server-sent events](developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) as they become available, with the stream terminated by a ‘data: [DONE]` message. [Example Python code](github.com/openai/openai-cookbook/blob/main/examples/How_to_stream_completions.ipynb).



38
39
40
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 38

def stream
  @stream
end

#suffix ⇒ Object

The suffix that comes after a completion of inserted text.



23
24
25
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 23

def suffix
  @suffix
end

#temperature ⇒ Object

What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic. We generally recommend altering this or ‘top_p` but not both.



29
30
31
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 29

def temperature
  @temperature
end

#top_p ⇒ Object

An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or ‘temperature` but not both.



32
33
34
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 32

def top_p
  @top_p
end

#user ⇒ Object

A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. [Learn more](/docs/guides/safety-best-practices/end-user-ids).



61
62
63
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 61

def user
  @user
end

Class Method Details

._deserialize(type, value) ⇒ Object

Deserializes the data based on type

Parameters:

  • string —

    type Data type

  • string —

    value Value to be deserialized

Returns:

  • (Object) —

    Deserialized data



499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 499

def self._deserialize(type, value)
  case type.to_sym
  when :Time
    Time.parse(value)
  when :Date
    Date.parse(value)
  when :String
    value.to_s
  when :Integer
    value.to_i
  when :Float
    value.to_f
  when :Boolean
    if value.to_s =~ /\A(true|t|yes|y|1)\z/i
      true
    else
      false
    end
  when :Object
    # generic object (usually a Hash), return directly
    value
  when /\AArray<(?<inner_type>.+)>\z/
    inner_type = Regexp.last_match[:inner_type]
    value.map { |v| _deserialize(inner_type, v) }
  when /\AHash<(?<k_type>.+?), (?<v_type>.+)>\z/
    k_type = Regexp.last_match[:k_type]
    v_type = Regexp.last_match[:v_type]
    {}.tap do |hash|
      value.each do |k, v|
        hash[_deserialize(k_type, k)] = _deserialize(v_type, v)
      end
    end
  else # model
    # models (e.g. Pet) or oneOf
    klass = OpenApiOpenAIClient.const_get(type)
    klass.respond_to?(:openapi_any_of) || klass.respond_to?(:openapi_one_of) ? klass.build(value) : klass.build_from_hash(value)
  end
end

.acceptable_attributes ⇒ Object

Returns all the JSON keys this model knows about



86
87
88
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 86

def self.acceptable_attributes
  attribute_map.values
end

.attribute_map ⇒ Object

Attribute mapping from ruby-style variable name to JSON key.



64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 64

def self.attribute_map
  {
    :'model' => :'model',
    :'prompt' => :'prompt',
    :'suffix' => :'suffix',
    :'max_tokens' => :'max_tokens',
    :'temperature' => :'temperature',
    :'top_p' => :'top_p',
    :'n' => :'n',
    :'stream' => :'stream',
    :'logprobs' => :'logprobs',
    :'echo' => :'echo',
    :'stop' => :'stop',
    :'presence_penalty' => :'presence_penalty',
    :'frequency_penalty' => :'frequency_penalty',
    :'best_of' => :'best_of',
    :'logit_bias' => :'logit_bias',
    :'user' => :'user'
  }
end

.build_from_hash(attributes) ⇒ Object

Builds the object from hash

Parameters:

  • attributes (Hash) —

    Model attributes in the form of hash

Returns:

  • (Object) —

    Returns the model itself



475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 475

def self.build_from_hash(attributes)
  return nil unless attributes.is_a?(Hash)
  attributes = attributes.transform_keys(&:to_sym)
  transformed_hash = {}
  openapi_types.each_pair do |key, type|
    if attributes.key?(attribute_map[key]) && attributes[attribute_map[key]].nil?
      transformed_hash["#{key}"] = nil
    elsif type =~ /\AArray<(.*)>/i
      # check to ensure the input is an array given that the attribute
      # is documented as an array but the input is not
      if attributes[attribute_map[key]].is_a?(Array)
        transformed_hash["#{key}"] = attributes[attribute_map[key]].map { |v| _deserialize($1, v) }
      end
    elsif !attributes[attribute_map[key]].nil?
      transformed_hash["#{key}"] = _deserialize(type, attributes[attribute_map[key]])
    end
  end
  new(transformed_hash)
end

.openapi_nullable ⇒ Object

List of attributes with nullable: true



113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 113

def self.openapi_nullable
  Set.new([
    :'prompt',
    :'suffix',
    :'max_tokens',
    :'temperature',
    :'top_p',
    :'n',
    :'stream',
    :'logprobs',
    :'echo',
    :'stop',
    :'presence_penalty',
    :'frequency_penalty',
    :'best_of',
    :'logit_bias',
  ])
end

.openapi_types ⇒ Object

Attribute type mapping.



91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 91

def self.openapi_types
  {
    :'model' => :'CreateCompletionRequestModel',
    :'prompt' => :'CreateCompletionRequestPrompt',
    :'suffix' => :'String',
    :'max_tokens' => :'Integer',
    :'temperature' => :'Float',
    :'top_p' => :'Float',
    :'n' => :'Integer',
    :'stream' => :'Boolean',
    :'logprobs' => :'Integer',
    :'echo' => :'Boolean',
    :'stop' => :'CreateCompletionRequestStop',
    :'presence_penalty' => :'Float',
    :'frequency_penalty' => :'Float',
    :'best_of' => :'Integer',
    :'logit_bias' => :'Object',
    :'user' => :'String'
  }
end

Instance Method Details

#==(o) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • Object (Object) —

    to be compared



439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 439

def ==(o)
  return true if self.equal?(o)
  self.class == o.class &&
      model == o.model &&
      prompt == o.prompt &&
      suffix == o.suffix &&
      max_tokens == o.max_tokens &&
      temperature == o.temperature &&
      top_p == o.top_p &&
      n == o.n &&
      stream == o.stream &&
      logprobs == o.logprobs &&
      echo == o.echo &&
      stop == o.stop &&
      presence_penalty == o.presence_penalty &&
      frequency_penalty == o.frequency_penalty &&
      best_of == o.best_of &&
      logit_bias == o.logit_bias &&
      user == o.user
end

#_to_hash(value) ⇒ Hash

Outputs non-array value in the form of hash For object, use to_hash. Otherwise, just return the value

Parameters:

  • value (Object) —

    Any valid value

Returns:

  • (Hash) —

    Returns the value in the form of hash



570
571
572
573
574
575
576
577
578
579
580
581
582
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 570

def _to_hash(value)
  if value.is_a?(Array)
    value.compact.map { |v| _to_hash(v) }
  elsif value.is_a?(Hash)
    {}.tap do |hash|
      value.each { |k, v| hash[k] = _to_hash(v) }
    end
  elsif value.respond_to? :to_hash
    value.to_hash
  else
    value
  end
end

#eql?(o) ⇒ Boolean

Parameters:

  • Object (Object) —

    to be compared

Returns:

  • (Boolean)

See Also:

  • `==` method


462
463
464
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 462

def eql?(o)
  self == o
end

#hash ⇒ Integer

Calculates hash code according to all attributes.

Returns:

  • (Integer) —

    Hash code



468
469
470
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 468

def hash
  [model, prompt, suffix, max_tokens, temperature, top_p, n, stream, logprobs, echo, stop, presence_penalty, frequency_penalty, best_of, logit_bias, user].hash
end

#list_invalid_properties ⇒ Object

Show invalid properties with the reasons. Usually used together with valid?

Returns:

  • Array for valid properties with the reasons



236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 236

def list_invalid_properties
  warn '[DEPRECATED] the `list_invalid_properties` method is obsolete'
  invalid_properties = Array.new
  if @model.nil?
    invalid_properties.push('invalid value for "model", model cannot be nil.')
  end

  if !@max_tokens.nil? && @max_tokens < 0
    invalid_properties.push('invalid value for "max_tokens", must be greater than or equal to 0.')
  end

  if !@temperature.nil? && @temperature > 2
    invalid_properties.push('invalid value for "temperature", must be smaller than or equal to 2.')
  end

  if !@temperature.nil? && @temperature < 0
    invalid_properties.push('invalid value for "temperature", must be greater than or equal to 0.')
  end

  if !@top_p.nil? && @top_p > 1
    invalid_properties.push('invalid value for "top_p", must be smaller than or equal to 1.')
  end

  if !@top_p.nil? && @top_p < 0
    invalid_properties.push('invalid value for "top_p", must be greater than or equal to 0.')
  end

  if !@n.nil? && @n > 128
    invalid_properties.push('invalid value for "n", must be smaller than or equal to 128.')
  end

  if !@n.nil? && @n < 1
    invalid_properties.push('invalid value for "n", must be greater than or equal to 1.')
  end

  if !@logprobs.nil? && @logprobs > 5
    invalid_properties.push('invalid value for "logprobs", must be smaller than or equal to 5.')
  end

  if !@logprobs.nil? && @logprobs < 0
    invalid_properties.push('invalid value for "logprobs", must be greater than or equal to 0.')
  end

  if !@presence_penalty.nil? && @presence_penalty > 2
    invalid_properties.push('invalid value for "presence_penalty", must be smaller than or equal to 2.')
  end

  if !@presence_penalty.nil? && @presence_penalty < -2
    invalid_properties.push('invalid value for "presence_penalty", must be greater than or equal to -2.')
  end

  if !@frequency_penalty.nil? && @frequency_penalty > 2
    invalid_properties.push('invalid value for "frequency_penalty", must be smaller than or equal to 2.')
  end

  if !@frequency_penalty.nil? && @frequency_penalty < -2
    invalid_properties.push('invalid value for "frequency_penalty", must be greater than or equal to -2.')
  end

  if !@best_of.nil? && @best_of > 20
    invalid_properties.push('invalid value for "best_of", must be smaller than or equal to 20.')
  end

  if !@best_of.nil? && @best_of < 0
    invalid_properties.push('invalid value for "best_of", must be greater than or equal to 0.')
  end

  invalid_properties
end

#to_body ⇒ Hash

to_body is an alias to to_hash (backward compatibility)

Returns:

  • (Hash) —

    Returns the object in the form of hash



546
547
548
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 546

def to_body
  to_hash
end

#to_hash ⇒ Hash

Returns the object in the form of hash

Returns:

  • (Hash) —

    Returns the object in the form of hash



552
553
554
555
556
557
558
559
560
561
562
563
564
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 552

def to_hash
  hash = {}
  self.class.attribute_map.each_pair do |attr, param|
    value = self.send(attr)
    if value.nil?
      is_nullable = self.class.openapi_nullable.include?(attr)
      next if !is_nullable || (is_nullable && !instance_variable_defined?(:"@#{attr}"))
    end

    hash[param] = _to_hash(value)
  end
  hash
end

#to_s ⇒ String

Returns the string representation of the object

Returns:

  • (String) —

    String presentation of the object



540
541
542
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 540

def to_s
  to_hash.to_s
end

#valid? ⇒ Boolean

Check to see if the all the properties in the model are valid

Returns:

  • (Boolean) —

    true if the model is valid



308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
 
# File 'lib/openapi_openai/models/create_completion_request.rb', line 308

def valid?
  warn '[DEPRECATED] the `valid?` method is obsolete'
  return false if @model.nil?
  return false if !@max_tokens.nil? && @max_tokens < 0
  return false if !@temperature.nil? && @temperature > 2
  return false if !@temperature.nil? && @temperature < 0
  return false if !@top_p.nil? && @top_p > 1
  return false if !@top_p.nil? && @top_p < 0
  return false if !@n.nil? && @n > 128
  return false if !@n.nil? && @n < 1
  return false if !@logprobs.nil? && @logprobs > 5
  return false if !@logprobs.nil? && @logprobs < 0
  return false if !@presence_penalty.nil? && @presence_penalty > 2
  return false if !@presence_penalty.nil? && @presence_penalty < -2
  return false if !@frequency_penalty.nil? && @frequency_penalty > 2
  return false if !@frequency_penalty.nil? && @frequency_penalty < -2
  return false if !@best_of.nil? && @best_of > 20
  return false if !@best_of.nil? && @best_of < 0
  true
end