Class: VeniceClient::ChatCompletionRequest

Inherits:
Object
  • Object
show all
Defined in:
lib/venice_client/models/chat_completion_request.rb

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ ChatCompletionRequest

Initializes the object

Parameters:

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

    Model attributes in the form of hash



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# File 'lib/venice_client/models/chat_completion_request.rb', line 180

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

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

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

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

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

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

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

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

  if attributes.key?(:'messages')
    if (value = attributes[:'messages']).is_a?(Array)
      self.messages = value
    end
  else
    self.messages = nil
  end

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

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

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

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

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

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

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

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

  if attributes.key?(:'stop_token_ids')
    if (value = attributes[:'stop_token_ids']).is_a?(Array)
      self.stop_token_ids = value
    end
  end

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

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

  if attributes.key?(:'temperature')
    self.temperature = attributes[:'temperature']
  else
    self.temperature = 0.7
  end

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

  if attributes.key?(:'top_p')
    self.top_p = attributes[:'top_p']
  else
    self.top_p = 0.9
  end

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

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

  if attributes.key?(:'parallel_tool_calls')
    self.parallel_tool_calls = attributes[:'parallel_tool_calls']
  else
    self.parallel_tool_calls = true
  end

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

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

  if attributes.key?(:'tools')
    if (value = attributes[:'tools']).is_a?(Array)
      self.tools = value
    end
  end
end

Instance Attribute Details

#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.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 19

def frequency_penalty
  @frequency_penalty
end

#logprobs ⇒ Object

Whether to include log probabilities in the response. This is not supported by all models.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 22

def logprobs
  @logprobs
end

#max_completion_tokens ⇒ Object

An upper bound for the number of tokens that can be generated for a completion, including visible output tokens and reasoning tokens.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 28

def max_completion_tokens
  @max_completion_tokens
end

#max_temp ⇒ Object

Maximum temperature value for dynamic temperature scaling.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 31

def max_temp
  @max_temp
end

#max_tokens ⇒ Object

The maximum number of tokens that can be generated in the chat completion. This value can be used to control costs for text generated via API. This value is now deprecated in favor of max_completion_tokens.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 34

def max_tokens
  @max_tokens
end

#messages ⇒ Object

A list of messages comprising the conversation so far. Depending on the model you use, different message types (modalities) are supported, like text and images. For compatibility purposes, the schema supports submitting multiple image_url messages, however, only the last image_url message will be passed to and processed by the model.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 37

def messages
  @messages
end

#min_p ⇒ Object

Sets a minimum probability threshold for token selection. Tokens with probabilities below this value are filtered out.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 40

def min_p
  @min_p
end

#min_temp ⇒ Object

Minimum temperature value for dynamic temperature scaling.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 43

def min_temp
  @min_temp
end

#model ⇒ Object

The ID of the model you wish to prompt. May also be a model trait, or a model compatibility mapping. See the models endpoint for a list of models available to you. You can use feature suffixes to enable features from the venice_parameters object. Please see "Model Feature Suffix" documentation for more details.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 46

def model
  @model
end

#n ⇒ Object

How many chat completion choices to generate for each input message. Note that you will be charged based on the number of generated tokens across all of the choices. Keep n as 1 to minimize costs.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 49

def n
  @n
end

#parallel_tool_calls ⇒ Object

Whether to enable parallel function calling during tool use.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 85

def parallel_tool_calls
  @parallel_tool_calls
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.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 52

def presence_penalty
  @presence_penalty
end

#repetition_penalty ⇒ Object

The parameter for repetition penalty. 1.0 means no penalty. Values > 1.0 discourage repetition.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 55

def repetition_penalty
  @repetition_penalty
end

#response_format ⇒ Object

Returns the value of attribute response_format.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 87

def response_format
  @response_format
end

#seed ⇒ Object

The random seed used to generate the response. This is useful for reproducibility.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 58

def seed
  @seed
end

#stop ⇒ Object

Returns the value of attribute stop.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 60

def stop
  @stop
end

#stop_token_ids ⇒ Object

Array of token IDs where the API will stop generating further tokens.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 63

def stop_token_ids
  @stop_token_ids
end

#stream ⇒ Object

Whether to stream back partial progress. Defaults to false.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 66

def stream
  @stream
end

#stream_options ⇒ Object

Returns the value of attribute stream_options.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 68

def stream_options
  @stream_options
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.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 71

def temperature
  @temperature
end

#tool_choice ⇒ Object

Returns the value of attribute tool_choice.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 89

def tool_choice
  @tool_choice
end

#tools ⇒ Object

A list of tools the model may call. Currently, only functions are supported as a tool. Use this to provide a list of functions the model may generate JSON inputs for.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 92

def tools
  @tools
end

#top_k ⇒ Object

The number of highest probability vocabulary tokens to keep for top-k-filtering.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 74

def top_k
  @top_k
end

#top_logprobs ⇒ Object

The number of highest probability tokens to return for each token position.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 25

def top_logprobs
  @top_logprobs
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.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 77

def top_p
  @top_p
end

#user ⇒ Object

This field is discarded on the request but is supported in the Venice API for compatibility with OpenAI clients.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 80

def user
  @user
end

#venice_parameters ⇒ Object

Returns the value of attribute venice_parameters.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 82

def venice_parameters
  @venice_parameters
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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 724

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 = VeniceClient.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_attribute_map ⇒ Object

Returns attribute mapping this model knows about



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# File 'lib/venice_client/models/chat_completion_request.rb', line 128

def self.acceptable_attribute_map
  attribute_map
end

.acceptable_attributes ⇒ Object

Returns all the JSON keys this model knows about



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# File 'lib/venice_client/models/chat_completion_request.rb', line 133

def self.acceptable_attributes
  acceptable_attribute_map.values
end

.attribute_map ⇒ Object

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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 95

def self.attribute_map
  {
    :'frequency_penalty' => :'frequency_penalty',
    :'logprobs' => :'logprobs',
    :'top_logprobs' => :'top_logprobs',
    :'max_completion_tokens' => :'max_completion_tokens',
    :'max_temp' => :'max_temp',
    :'max_tokens' => :'max_tokens',
    :'messages' => :'messages',
    :'min_p' => :'min_p',
    :'min_temp' => :'min_temp',
    :'model' => :'model',
    :'n' => :'n',
    :'presence_penalty' => :'presence_penalty',
    :'repetition_penalty' => :'repetition_penalty',
    :'seed' => :'seed',
    :'stop' => :'stop',
    :'stop_token_ids' => :'stop_token_ids',
    :'stream' => :'stream',
    :'stream_options' => :'stream_options',
    :'temperature' => :'temperature',
    :'top_k' => :'top_k',
    :'top_p' => :'top_p',
    :'user' => :'user',
    :'venice_parameters' => :'venice_parameters',
    :'parallel_tool_calls' => :'parallel_tool_calls',
    :'response_format' => :'response_format',
    :'tool_choice' => :'tool_choice',
    :'tools' => :'tools'
  }
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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 700

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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 171

def self.openapi_nullable
  Set.new([
    :'stop',
    :'tools'
  ])
end

.openapi_types ⇒ Object

Attribute type mapping.



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# File 'lib/venice_client/models/chat_completion_request.rb', line 138

def self.openapi_types
  {
    :'frequency_penalty' => :'Float',
    :'logprobs' => :'Boolean',
    :'top_logprobs' => :'Integer',
    :'max_completion_tokens' => :'Integer',
    :'max_temp' => :'Float',
    :'max_tokens' => :'Integer',
    :'messages' => :'Array<ChatCompletionRequestMessagesInner>',
    :'min_p' => :'Float',
    :'min_temp' => :'Float',
    :'model' => :'String',
    :'n' => :'Integer',
    :'presence_penalty' => :'Float',
    :'repetition_penalty' => :'Float',
    :'seed' => :'Integer',
    :'stop' => :'ChatCompletionRequestStop',
    :'stop_token_ids' => :'Array<Float>',
    :'stream' => :'Boolean',
    :'stream_options' => :'ChatCompletionRequestStreamOptions',
    :'temperature' => :'Float',
    :'top_k' => :'Integer',
    :'top_p' => :'Float',
    :'user' => :'String',
    :'venice_parameters' => :'ChatCompletionRequestVeniceParameters',
    :'parallel_tool_calls' => :'Boolean',
    :'response_format' => :'ChatCompletionRequestResponseFormat',
    :'tool_choice' => :'ChatCompletionRequestToolChoice',
    :'tools' => :'Array<ToolCall>'
  }
end

Instance Method Details

#==(o) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • Object (Object) —

    to be compared



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# File 'lib/venice_client/models/chat_completion_request.rb', line 653

def ==(o)
  return true if self.equal?(o)
  self.class == o.class &&
      frequency_penalty == o.frequency_penalty &&
      logprobs == o.logprobs &&
      top_logprobs == o.top_logprobs &&
      max_completion_tokens == o.max_completion_tokens &&
      max_temp == o.max_temp &&
      max_tokens == o.max_tokens &&
      messages == o.messages &&
      min_p == o.min_p &&
      min_temp == o.min_temp &&
      model == o.model &&
      n == o.n &&
      presence_penalty == o.presence_penalty &&
      repetition_penalty == o.repetition_penalty &&
      seed == o.seed &&
      stop == o.stop &&
      stop_token_ids == o.stop_token_ids &&
      stream == o.stream &&
      stream_options == o.stream_options &&
      temperature == o.temperature &&
      top_k == o.top_k &&
      top_p == o.top_p &&
      user == o.user &&
      venice_parameters == o.venice_parameters &&
      parallel_tool_calls == o.parallel_tool_calls &&
      response_format == o.response_format &&
      tool_choice == o.tool_choice &&
      tools == o.tools
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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 795

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


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# File 'lib/venice_client/models/chat_completion_request.rb', line 687

def eql?(o)
  self == o
end

#hash ⇒ Integer

Calculates hash code according to all attributes.

Returns:

  • (Integer) —

    Hash code



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# File 'lib/venice_client/models/chat_completion_request.rb', line 693

def hash
  [frequency_penalty, logprobs, top_logprobs, max_completion_tokens, max_temp, max_tokens, messages, min_p, min_temp, model, n, presence_penalty, repetition_penalty, seed, stop, stop_token_ids, stream, stream_options, temperature, top_k, top_p, user, venice_parameters, parallel_tool_calls, response_format, tool_choice, tools].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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 327

def list_invalid_properties
  warn '[DEPRECATED] the `list_invalid_properties` method is obsolete'
  invalid_properties = Array.new
  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 !@top_logprobs.nil? && @top_logprobs < 0
    invalid_properties.push('invalid value for "top_logprobs", must be greater than or equal to 0.')
  end

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

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

  if @messages.nil?
    invalid_properties.push('invalid value for "messages", messages cannot be nil.')
  end

  if @messages.length < 1
    invalid_properties.push('invalid value for "messages", number of items must be greater than or equal to 1.')
  end

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

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

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

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

  if @model.nil?
    invalid_properties.push('invalid value for "model", model cannot be nil.')
  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 !@repetition_penalty.nil? && @repetition_penalty < 0
    invalid_properties.push('invalid value for "repetition_penalty", must be greater than or equal to 0.')
  end

  if !@seed.nil? && @seed <= 0
    invalid_properties.push('invalid value for "seed", must be greater than 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_k.nil? && @top_k < 0
    invalid_properties.push('invalid value for "top_k", 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

  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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 771

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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 777

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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 765

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



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# File 'lib/venice_client/models/chat_completion_request.rb', line 419

def valid?
  warn '[DEPRECATED] the `valid?` method is obsolete'
  return false if !@frequency_penalty.nil? && @frequency_penalty > 2
  return false if !@frequency_penalty.nil? && @frequency_penalty < -2
  return false if !@top_logprobs.nil? && @top_logprobs < 0
  return false if !@max_temp.nil? && @max_temp > 2
  return false if !@max_temp.nil? && @max_temp < 0
  return false if @messages.nil?
  return false if @messages.length < 1
  return false if !@min_p.nil? && @min_p > 1
  return false if !@min_p.nil? && @min_p < 0
  return false if !@min_temp.nil? && @min_temp > 2
  return false if !@min_temp.nil? && @min_temp < 0
  return false if @model.nil?
  return false if !@presence_penalty.nil? && @presence_penalty > 2
  return false if !@presence_penalty.nil? && @presence_penalty < -2
  return false if !@repetition_penalty.nil? && @repetition_penalty < 0
  return false if !@seed.nil? && @seed <= 0
  return false if !@temperature.nil? && @temperature > 2
  return false if !@temperature.nil? && @temperature < 0
  return false if !@top_k.nil? && @top_k < 0
  return false if !@top_p.nil? && @top_p > 1
  return false if !@top_p.nil? && @top_p < 0
  true
end