Module: RubyLLM::Providers::Mistral::Capabilities

Defined in:
lib/ruby_llm/providers/mistral/capabilities.rb

Overview

Determines capabilities for Mistral models

Class Method Summary collapse

Class Method Details

.capabilities_for(model_id) ⇒ Object

rubocop:disable Metrics/PerceivedComplexity



92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 92

def capabilities_for(model_id) # rubocop:disable Metrics/PerceivedComplexity
  case model_id
  when /moderation/ then ['moderation']
  when /voxtral.*transcribe/ then ['transcription']
  when /ocr/ then ['vision']
  else
    capabilities = []
    capabilities << 'streaming' if supports_streaming?(model_id)
    capabilities << 'function_calling' if supports_tools?(model_id)
    capabilities << 'structured_output' if supports_json_mode?(model_id)
    capabilities << 'vision' if supports_vision?(model_id)

    capabilities << 'reasoning' if model_id.match?(/magistral/)
    capabilities << 'batch' unless model_id.match?(/voxtral|ocr|embed|moderation/)
    capabilities << 'fine_tuning' if model_id.match?(/mistral-(small|medium|large)|devstral/)
    capabilities << 'distillation' if model_id.match?(/ministral/)
    capabilities << 'predicted_outputs' if model_id.match?(/codestral/)

    capabilities.uniq
  end
end

.context_window_for(_model_id) ⇒ Object 



64
65
66
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 64

def context_window_for(_model_id)
  32_768
end

.format_display_name(model_id) ⇒ Object 



34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 34

def format_display_name(model_id)
  case model_id
  when /mistral-large/ then 'Mistral Large'
  when /mistral-medium/ then 'Mistral Medium'
  when /mistral-small/ then 'Mistral Small'
  when /ministral-3b/ then 'Ministral 3B'
  when /ministral-8b/ then 'Ministral 8B'
  when /codestral/ then 'Codestral'
  when /pixtral-large/ then 'Pixtral Large'
  when /pixtral-12b/ then 'Pixtral 12B'
  when /mistral-embed/ then 'Mistral Embed'
  when /mistral-moderation/ then 'Mistral Moderation'
  else model_id.split('-').map(&:capitalize).join(' ')
  end
end

.max_tokens_for(_model_id) ⇒ Object 



68
69
70
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 68

def max_tokens_for(_model_id)
  8192
end

.modalities_for(model_id) ⇒ Object 



72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 72

def modalities_for(model_id)
  case model_id
  when /pixtral/
    {
      input: %w[text image],
      output: ['text']
    }
  when /embed/
    {
      input: ['text'],
      output: ['embeddings']
    }
  else
    {
      input: ['text'],
      output: ['text']
    }
  end
end

.model_family(model_id) ⇒ Object 



50
51
52
53
54
55
56
57
58
59
60
61
62
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 50

def model_family(model_id)
  case model_id
  when /mistral-large/ then 'mistral-large'
  when /mistral-medium/ then 'mistral-medium'
  when /mistral-small/ then 'mistral-small'
  when /ministral/ then 'ministral'
  when /codestral/ then 'codestral'
  when /pixtral/ then 'pixtral'
  when /mistral-embed/ then 'mistral-embed'
  when /mistral-moderation/ then 'mistral-moderation'
  else 'mistral'
  end
end

.pricing_for(_model_id) ⇒ Object 



114
115
116
117
118
119
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 114

def pricing_for(_model_id)
  {
    input: 0.0,
    output: 0.0
  }
end

.release_date_for(model_id) ⇒ Object 



121
122
123
124
125
126
127
128
129
130
131
132
133
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
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 121

def release_date_for(model_id)
  case model_id
  when 'open-mistral-7b', 'mistral-tiny' then '2023-09-27'
  when 'mistral-medium-2312', 'mistral-small-2312', 'mistral-small',
       'open-mixtral-8x7b', 'mistral-tiny-2312' then '2023-12-11'

  when 'mistral-embed' then '2024-01-11'
  when 'mistral-large-2402', 'mistral-small-2402' then '2024-02-26'
  when 'open-mixtral-8x22b', 'open-mixtral-8x22b-2404' then '2024-04-17'
  when 'codestral-2405' then '2024-05-22'
  when 'codestral-mamba-2407', 'codestral-mamba-latest', 'open-codestral-mamba' then '2024-07-16'
  when 'open-mistral-nemo', 'open-mistral-nemo-2407', 'mistral-tiny-2407',
       'mistral-tiny-latest' then '2024-07-18'
  when 'mistral-large-2407' then '2024-07-24'
  when 'pixtral-12b-2409', 'pixtral-12b-latest', 'pixtral-12b' then '2024-09-17'
  when 'mistral-small-2409' then '2024-09-18'
  when 'ministral-3b-2410', 'ministral-3b-latest', 'ministral-8b-2410',
       'ministral-8b-latest' then '2024-10-16'
  when 'pixtral-large-2411', 'pixtral-large-latest', 'mistral-large-pixtral-2411' then '2024-11-12'
  when 'mistral-large-2411', 'mistral-large-latest', 'mistral-large' then '2024-11-20'
  when 'codestral-2411-rc5', 'mistral-moderation-2411', 'mistral-moderation-latest' then '2024-11-26'
  when 'codestral-2412' then '2024-12-17'

  when 'mistral-small-2501' then '2025-01-13'
  when 'codestral-2501' then '2025-01-14'
  when 'mistral-saba-2502', 'mistral-saba-latest' then '2025-02-18'
  when 'mistral-small-2503' then '2025-03-03'
  when 'mistral-ocr-2503' then '2025-03-21'
  when 'mistral-medium', 'mistral-medium-latest', 'mistral-medium-2505' then '2025-05-06'
  when 'codestral-embed', 'codestral-embed-2505' then '2025-05-21'
  when 'mistral-ocr-2505', 'mistral-ocr-latest' then '2025-05-23'
  when 'devstral-small-2505' then '2025-05-28'
  when 'mistral-small-2506', 'mistral-small-latest', 'magistral-medium-2506',
       'magistral-medium-latest' then '2025-06-10'
  when 'devstral-small-2507', 'devstral-small-latest', 'devstral-medium-2507',
       'devstral-medium-latest' then '2025-07-09'
  when 'codestral-2508', 'codestral-latest' then '2025-08-30'
  end
end

.supports_json_mode?(model_id) ⇒ Boolean

Returns:

  • (Boolean) 


30
31
32
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 30

def supports_json_mode?(model_id)
  !model_id.match?(/embed|moderation|ocr|voxtral|transcriptions/) && supports_tools?(model_id)
end

.supports_streaming?(model_id) ⇒ Boolean

Returns:

  • (Boolean) 


10
11
12
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 10

def supports_streaming?(model_id)
  !model_id.match?(/embed|moderation|ocr|transcriptions/)
end

.supports_tool_choice?(_model_id) ⇒ Boolean

Returns:

  • (Boolean) 


18
19
20
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 18

def supports_tool_choice?(_model_id)
  true
end

.supports_tool_parallel_control?(_model_id) ⇒ Boolean

Returns:

  • (Boolean) 


22
23
24
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 22

def supports_tool_parallel_control?(_model_id)
  true
end

.supports_tools?(model_id) ⇒ Boolean

Returns:

  • (Boolean) 


14
15
16
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 14

def supports_tools?(model_id)
  !model_id.match?(/embed|moderation|ocr|voxtral|transcriptions|mistral-(tiny|small)-(2312|2402)/)
end

.supports_vision?(model_id) ⇒ Boolean

Returns:

  • (Boolean) 


26
27
28
 
# File 'lib/ruby_llm/providers/mistral/capabilities.rb', line 26

def supports_vision?(model_id)
  model_id.match?(/pixtral|mistral-small-(2503|2506)|mistral-medium/)
end