model_ratio.go 23 KB

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  1. package ratio_setting
  2. import (
  3. "encoding/json"
  4. "one-api/common"
  5. "one-api/setting/operation_setting"
  6. "strings"
  7. "sync"
  8. )
  9. // from songquanpeng/one-api
  10. const (
  11. USD2RMB = 7.3 // 暂定 1 USD = 7.3 RMB
  12. USD = 500 // $0.002 = 1 -> $1 = 500
  13. RMB = USD / USD2RMB
  14. )
  15. // modelRatio
  16. // https://platform.openai.com/docs/models/model-endpoint-compatibility
  17. // https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Blfmc9dlf
  18. // https://openai.com/pricing
  19. // TODO: when a new api is enabled, check the pricing here
  20. // 1 === $0.002 / 1K tokens
  21. // 1 === ¥0.014 / 1k tokens
  22. var defaultModelRatio = map[string]float64{
  23. //"midjourney": 50,
  24. "gpt-4-gizmo-*": 15,
  25. "gpt-4o-gizmo-*": 2.5,
  26. "gpt-4-all": 15,
  27. "gpt-4o-all": 15,
  28. "gpt-4": 15,
  29. //"gpt-4-0314": 15, //deprecated
  30. "gpt-4-0613": 15,
  31. "gpt-4-32k": 30,
  32. //"gpt-4-32k-0314": 30, //deprecated
  33. "gpt-4-32k-0613": 30,
  34. "gpt-4-1106-preview": 5, // $10 / 1M tokens
  35. "gpt-4-0125-preview": 5, // $10 / 1M tokens
  36. "gpt-4-turbo-preview": 5, // $10 / 1M tokens
  37. "gpt-4-vision-preview": 5, // $10 / 1M tokens
  38. "gpt-4-1106-vision-preview": 5, // $10 / 1M tokens
  39. "chatgpt-4o-latest": 2.5, // $5 / 1M tokens
  40. "gpt-4o": 1.25, // $2.5 / 1M tokens
  41. "gpt-4o-audio-preview": 1.25, // $2.5 / 1M tokens
  42. "gpt-4o-audio-preview-2024-10-01": 1.25, // $2.5 / 1M tokens
  43. "gpt-4o-2024-05-13": 2.5, // $5 / 1M tokens
  44. "gpt-4o-2024-08-06": 1.25, // $2.5 / 1M tokens
  45. "gpt-4o-2024-11-20": 1.25, // $2.5 / 1M tokens
  46. "gpt-4o-realtime-preview": 2.5,
  47. "gpt-4o-realtime-preview-2024-10-01": 2.5,
  48. "gpt-4o-realtime-preview-2024-12-17": 2.5,
  49. "gpt-4o-mini-realtime-preview": 0.3,
  50. "gpt-4o-mini-realtime-preview-2024-12-17": 0.3,
  51. "gpt-image-1": 2.5,
  52. "o1": 7.5,
  53. "o1-2024-12-17": 7.5,
  54. "o1-preview": 7.5,
  55. "o1-preview-2024-09-12": 7.5,
  56. "o1-mini": 0.55,
  57. "o1-mini-2024-09-12": 0.55,
  58. "o3-mini": 0.55,
  59. "o3-mini-2025-01-31": 0.55,
  60. "o3-mini-high": 0.55,
  61. "o3-mini-2025-01-31-high": 0.55,
  62. "o3-mini-low": 0.55,
  63. "o3-mini-2025-01-31-low": 0.55,
  64. "o3-mini-medium": 0.55,
  65. "o3-mini-2025-01-31-medium": 0.55,
  66. "gpt-4o-mini": 0.075,
  67. "gpt-4o-mini-2024-07-18": 0.075,
  68. "gpt-4-turbo": 5, // $0.01 / 1K tokens
  69. "gpt-4-turbo-2024-04-09": 5, // $0.01 / 1K tokens
  70. "gpt-4.5-preview": 37.5,
  71. "gpt-4.5-preview-2025-02-27": 37.5,
  72. //"gpt-3.5-turbo-0301": 0.75, //deprecated
  73. "gpt-3.5-turbo": 0.25,
  74. "gpt-3.5-turbo-0613": 0.75,
  75. "gpt-3.5-turbo-16k": 1.5, // $0.003 / 1K tokens
  76. "gpt-3.5-turbo-16k-0613": 1.5,
  77. "gpt-3.5-turbo-instruct": 0.75, // $0.0015 / 1K tokens
  78. "gpt-3.5-turbo-1106": 0.5, // $0.001 / 1K tokens
  79. "gpt-3.5-turbo-0125": 0.25,
  80. "babbage-002": 0.2, // $0.0004 / 1K tokens
  81. "davinci-002": 1, // $0.002 / 1K tokens
  82. "text-ada-001": 0.2,
  83. "text-babbage-001": 0.25,
  84. "text-curie-001": 1,
  85. //"text-davinci-002": 10,
  86. //"text-davinci-003": 10,
  87. "text-davinci-edit-001": 10,
  88. "code-davinci-edit-001": 10,
  89. "whisper-1": 15, // $0.006 / minute -> $0.006 / 150 words -> $0.006 / 200 tokens -> $0.03 / 1k tokens
  90. "tts-1": 7.5, // 1k characters -> $0.015
  91. "tts-1-1106": 7.5, // 1k characters -> $0.015
  92. "tts-1-hd": 15, // 1k characters -> $0.03
  93. "tts-1-hd-1106": 15, // 1k characters -> $0.03
  94. "davinci": 10,
  95. "curie": 10,
  96. "babbage": 10,
  97. "ada": 10,
  98. "text-embedding-3-small": 0.01,
  99. "text-embedding-3-large": 0.065,
  100. "text-embedding-ada-002": 0.05,
  101. "text-search-ada-doc-001": 10,
  102. "text-moderation-stable": 0.1,
  103. "text-moderation-latest": 0.1,
  104. "claude-instant-1": 0.4, // $0.8 / 1M tokens
  105. "claude-2.0": 4, // $8 / 1M tokens
  106. "claude-2.1": 4, // $8 / 1M tokens
  107. "claude-3-haiku-20240307": 0.125, // $0.25 / 1M tokens
  108. "claude-3-5-haiku-20241022": 0.5, // $1 / 1M tokens
  109. "claude-3-sonnet-20240229": 1.5, // $3 / 1M tokens
  110. "claude-3-5-sonnet-20240620": 1.5,
  111. "claude-3-5-sonnet-20241022": 1.5,
  112. "claude-3-7-sonnet-20250219": 1.5,
  113. "claude-3-7-sonnet-20250219-thinking": 1.5,
  114. "claude-sonnet-4-20250514": 1.5,
  115. "claude-3-opus-20240229": 7.5, // $15 / 1M tokens
  116. "claude-opus-4-20250514": 7.5,
  117. "claude-opus-4-1-20250805": 7.5,
  118. "ERNIE-4.0-8K": 0.120 * RMB,
  119. "ERNIE-3.5-8K": 0.012 * RMB,
  120. "ERNIE-3.5-8K-0205": 0.024 * RMB,
  121. "ERNIE-3.5-8K-1222": 0.012 * RMB,
  122. "ERNIE-Bot-8K": 0.024 * RMB,
  123. "ERNIE-3.5-4K-0205": 0.012 * RMB,
  124. "ERNIE-Speed-8K": 0.004 * RMB,
  125. "ERNIE-Speed-128K": 0.004 * RMB,
  126. "ERNIE-Lite-8K-0922": 0.008 * RMB,
  127. "ERNIE-Lite-8K-0308": 0.003 * RMB,
  128. "ERNIE-Tiny-8K": 0.001 * RMB,
  129. "BLOOMZ-7B": 0.004 * RMB,
  130. "Embedding-V1": 0.002 * RMB,
  131. "bge-large-zh": 0.002 * RMB,
  132. "bge-large-en": 0.002 * RMB,
  133. "tao-8k": 0.002 * RMB,
  134. "PaLM-2": 1,
  135. "gemini-1.5-pro-latest": 1.25, // $3.5 / 1M tokens
  136. "gemini-1.5-flash-latest": 0.075,
  137. "gemini-2.0-flash": 0.05,
  138. "gemini-2.5-pro-exp-03-25": 0.625,
  139. "gemini-2.5-pro-preview-03-25": 0.625,
  140. "gemini-2.5-pro": 0.625,
  141. "gemini-2.5-flash-preview-04-17": 0.075,
  142. "gemini-2.5-flash-preview-04-17-thinking": 0.075,
  143. "gemini-2.5-flash-preview-04-17-nothinking": 0.075,
  144. "gemini-2.5-flash-preview-05-20": 0.075,
  145. "gemini-2.5-flash-preview-05-20-thinking": 0.075,
  146. "gemini-2.5-flash-preview-05-20-nothinking": 0.075,
  147. "gemini-2.5-flash-thinking-*": 0.075, // 用于为后续所有2.5 flash thinking budget 模型设置默认倍率
  148. "gemini-2.5-pro-thinking-*": 0.625, // 用于为后续所有2.5 pro thinking budget 模型设置默认倍率
  149. "gemini-2.5-flash-lite-preview-thinking-*": 0.05,
  150. "gemini-2.5-flash-lite-preview-06-17": 0.05,
  151. "gemini-2.5-flash": 0.15,
  152. "text-embedding-004": 0.001,
  153. "chatglm_turbo": 0.3572, // ¥0.005 / 1k tokens
  154. "chatglm_pro": 0.7143, // ¥0.01 / 1k tokens
  155. "chatglm_std": 0.3572, // ¥0.005 / 1k tokens
  156. "chatglm_lite": 0.1429, // ¥0.002 / 1k tokens
  157. "glm-4": 7.143, // ¥0.1 / 1k tokens
  158. "glm-4v": 0.05 * RMB, // ¥0.05 / 1k tokens
  159. "glm-4-alltools": 0.1 * RMB, // ¥0.1 / 1k tokens
  160. "glm-3-turbo": 0.3572,
  161. "glm-4-plus": 0.05 * RMB,
  162. "glm-4-0520": 0.1 * RMB,
  163. "glm-4-air": 0.001 * RMB,
  164. "glm-4-airx": 0.01 * RMB,
  165. "glm-4-long": 0.001 * RMB,
  166. "glm-4-flash": 0,
  167. "glm-4v-plus": 0.01 * RMB,
  168. "qwen-turbo": 0.8572, // ¥0.012 / 1k tokens
  169. "qwen-plus": 10, // ¥0.14 / 1k tokens
  170. "text-embedding-v1": 0.05, // ¥0.0007 / 1k tokens
  171. "SparkDesk-v1.1": 1.2858, // ¥0.018 / 1k tokens
  172. "SparkDesk-v2.1": 1.2858, // ¥0.018 / 1k tokens
  173. "SparkDesk-v3.1": 1.2858, // ¥0.018 / 1k tokens
  174. "SparkDesk-v3.5": 1.2858, // ¥0.018 / 1k tokens
  175. "SparkDesk-v4.0": 1.2858,
  176. "360GPT_S2_V9": 0.8572, // ¥0.012 / 1k tokens
  177. "360gpt-turbo": 0.0858, // ¥0.0012 / 1k tokens
  178. "360gpt-turbo-responsibility-8k": 0.8572, // ¥0.012 / 1k tokens
  179. "360gpt-pro": 0.8572, // ¥0.012 / 1k tokens
  180. "360gpt2-pro": 0.8572, // ¥0.012 / 1k tokens
  181. "embedding-bert-512-v1": 0.0715, // ¥0.001 / 1k tokens
  182. "embedding_s1_v1": 0.0715, // ¥0.001 / 1k tokens
  183. "semantic_similarity_s1_v1": 0.0715, // ¥0.001 / 1k tokens
  184. "hunyuan": 7.143, // ¥0.1 / 1k tokens // https://cloud.tencent.com/document/product/1729/97731#e0e6be58-60c8-469f-bdeb-6c264ce3b4d0
  185. // https://platform.lingyiwanwu.com/docs#-计费单元
  186. // 已经按照 7.2 来换算美元价格
  187. "yi-34b-chat-0205": 0.18,
  188. "yi-34b-chat-200k": 0.864,
  189. "yi-vl-plus": 0.432,
  190. "yi-large": 20.0 / 1000 * RMB,
  191. "yi-medium": 2.5 / 1000 * RMB,
  192. "yi-vision": 6.0 / 1000 * RMB,
  193. "yi-medium-200k": 12.0 / 1000 * RMB,
  194. "yi-spark": 1.0 / 1000 * RMB,
  195. "yi-large-rag": 25.0 / 1000 * RMB,
  196. "yi-large-turbo": 12.0 / 1000 * RMB,
  197. "yi-large-preview": 20.0 / 1000 * RMB,
  198. "yi-large-rag-preview": 25.0 / 1000 * RMB,
  199. "command": 0.5,
  200. "command-nightly": 0.5,
  201. "command-light": 0.5,
  202. "command-light-nightly": 0.5,
  203. "command-r": 0.25,
  204. "command-r-plus": 1.5,
  205. "command-r-08-2024": 0.075,
  206. "command-r-plus-08-2024": 1.25,
  207. "deepseek-chat": 0.27 / 2,
  208. "deepseek-coder": 0.27 / 2,
  209. "deepseek-reasoner": 0.55 / 2, // 0.55 / 1k tokens
  210. // Perplexity online 模型对搜索额外收费,有需要应自行调整,此处不计入搜索费用
  211. "llama-3-sonar-small-32k-chat": 0.2 / 1000 * USD,
  212. "llama-3-sonar-small-32k-online": 0.2 / 1000 * USD,
  213. "llama-3-sonar-large-32k-chat": 1 / 1000 * USD,
  214. "llama-3-sonar-large-32k-online": 1 / 1000 * USD,
  215. // grok
  216. "grok-3-beta": 1.5,
  217. "grok-3-mini-beta": 0.15,
  218. "grok-2": 1,
  219. "grok-2-vision": 1,
  220. "grok-beta": 2.5,
  221. "grok-vision-beta": 2.5,
  222. "grok-3-fast-beta": 2.5,
  223. "grok-3-mini-fast-beta": 0.3,
  224. }
  225. var defaultModelPrice = map[string]float64{
  226. "suno_music": 0.1,
  227. "suno_lyrics": 0.01,
  228. "dall-e-3": 0.04,
  229. "imagen-3.0-generate-002": 0.03,
  230. "gpt-4-gizmo-*": 0.1,
  231. "mj_video": 0.8,
  232. "mj_imagine": 0.1,
  233. "mj_edits": 0.1,
  234. "mj_variation": 0.1,
  235. "mj_reroll": 0.1,
  236. "mj_blend": 0.1,
  237. "mj_modal": 0.1,
  238. "mj_zoom": 0.1,
  239. "mj_shorten": 0.1,
  240. "mj_high_variation": 0.1,
  241. "mj_low_variation": 0.1,
  242. "mj_pan": 0.1,
  243. "mj_inpaint": 0,
  244. "mj_custom_zoom": 0,
  245. "mj_describe": 0.05,
  246. "mj_upscale": 0.05,
  247. "swap_face": 0.05,
  248. "mj_upload": 0.05,
  249. }
  250. var (
  251. modelPriceMap map[string]float64 = nil
  252. modelPriceMapMutex = sync.RWMutex{}
  253. )
  254. var (
  255. modelRatioMap map[string]float64 = nil
  256. modelRatioMapMutex = sync.RWMutex{}
  257. )
  258. var (
  259. CompletionRatio map[string]float64 = nil
  260. CompletionRatioMutex = sync.RWMutex{}
  261. )
  262. var defaultCompletionRatio = map[string]float64{
  263. "gpt-4-gizmo-*": 2,
  264. "gpt-4o-gizmo-*": 3,
  265. "gpt-4-all": 2,
  266. "gpt-image-1": 8,
  267. }
  268. // InitRatioSettings initializes all model related settings maps
  269. func InitRatioSettings() {
  270. // Initialize modelPriceMap
  271. modelPriceMapMutex.Lock()
  272. modelPriceMap = defaultModelPrice
  273. modelPriceMapMutex.Unlock()
  274. // Initialize modelRatioMap
  275. modelRatioMapMutex.Lock()
  276. modelRatioMap = defaultModelRatio
  277. modelRatioMapMutex.Unlock()
  278. // Initialize CompletionRatio
  279. CompletionRatioMutex.Lock()
  280. CompletionRatio = defaultCompletionRatio
  281. CompletionRatioMutex.Unlock()
  282. // Initialize cacheRatioMap
  283. cacheRatioMapMutex.Lock()
  284. cacheRatioMap = defaultCacheRatio
  285. cacheRatioMapMutex.Unlock()
  286. // initialize imageRatioMap
  287. imageRatioMapMutex.Lock()
  288. imageRatioMap = defaultImageRatio
  289. imageRatioMapMutex.Unlock()
  290. }
  291. func GetModelPriceMap() map[string]float64 {
  292. modelPriceMapMutex.RLock()
  293. defer modelPriceMapMutex.RUnlock()
  294. return modelPriceMap
  295. }
  296. func ModelPrice2JSONString() string {
  297. modelPriceMapMutex.RLock()
  298. defer modelPriceMapMutex.RUnlock()
  299. jsonBytes, err := json.Marshal(modelPriceMap)
  300. if err != nil {
  301. common.SysError("error marshalling model price: " + err.Error())
  302. }
  303. return string(jsonBytes)
  304. }
  305. func UpdateModelPriceByJSONString(jsonStr string) error {
  306. modelPriceMapMutex.Lock()
  307. defer modelPriceMapMutex.Unlock()
  308. modelPriceMap = make(map[string]float64)
  309. err := json.Unmarshal([]byte(jsonStr), &modelPriceMap)
  310. if err == nil {
  311. InvalidateExposedDataCache()
  312. }
  313. return err
  314. }
  315. // GetModelPrice 返回模型的价格,如果模型不存在则返回-1,false
  316. func GetModelPrice(name string, printErr bool) (float64, bool) {
  317. modelPriceMapMutex.RLock()
  318. defer modelPriceMapMutex.RUnlock()
  319. name = FormatMatchingModelName(name)
  320. price, ok := modelPriceMap[name]
  321. if !ok {
  322. if printErr {
  323. common.SysError("model price not found: " + name)
  324. }
  325. return -1, false
  326. }
  327. return price, true
  328. }
  329. func UpdateModelRatioByJSONString(jsonStr string) error {
  330. modelRatioMapMutex.Lock()
  331. defer modelRatioMapMutex.Unlock()
  332. modelRatioMap = make(map[string]float64)
  333. err := json.Unmarshal([]byte(jsonStr), &modelRatioMap)
  334. if err == nil {
  335. InvalidateExposedDataCache()
  336. }
  337. return err
  338. }
  339. // 处理带有思考预算的模型名称,方便统一定价
  340. func handleThinkingBudgetModel(name, prefix, wildcard string) string {
  341. if strings.HasPrefix(name, prefix) && strings.Contains(name, "-thinking-") {
  342. return wildcard
  343. }
  344. return name
  345. }
  346. func GetModelRatio(name string) (float64, bool, string) {
  347. modelRatioMapMutex.RLock()
  348. defer modelRatioMapMutex.RUnlock()
  349. name = FormatMatchingModelName(name)
  350. ratio, ok := modelRatioMap[name]
  351. if !ok {
  352. return 37.5, operation_setting.SelfUseModeEnabled, name
  353. }
  354. return ratio, true, name
  355. }
  356. func DefaultModelRatio2JSONString() string {
  357. jsonBytes, err := json.Marshal(defaultModelRatio)
  358. if err != nil {
  359. common.SysError("error marshalling model ratio: " + err.Error())
  360. }
  361. return string(jsonBytes)
  362. }
  363. func GetDefaultModelRatioMap() map[string]float64 {
  364. return defaultModelRatio
  365. }
  366. func GetCompletionRatioMap() map[string]float64 {
  367. CompletionRatioMutex.RLock()
  368. defer CompletionRatioMutex.RUnlock()
  369. return CompletionRatio
  370. }
  371. func CompletionRatio2JSONString() string {
  372. CompletionRatioMutex.RLock()
  373. defer CompletionRatioMutex.RUnlock()
  374. jsonBytes, err := json.Marshal(CompletionRatio)
  375. if err != nil {
  376. common.SysError("error marshalling completion ratio: " + err.Error())
  377. }
  378. return string(jsonBytes)
  379. }
  380. func UpdateCompletionRatioByJSONString(jsonStr string) error {
  381. CompletionRatioMutex.Lock()
  382. defer CompletionRatioMutex.Unlock()
  383. CompletionRatio = make(map[string]float64)
  384. err := json.Unmarshal([]byte(jsonStr), &CompletionRatio)
  385. if err == nil {
  386. InvalidateExposedDataCache()
  387. }
  388. return err
  389. }
  390. func GetCompletionRatio(name string) float64 {
  391. CompletionRatioMutex.RLock()
  392. defer CompletionRatioMutex.RUnlock()
  393. name = FormatMatchingModelName(name)
  394. if strings.Contains(name, "/") {
  395. if ratio, ok := CompletionRatio[name]; ok {
  396. return ratio
  397. }
  398. }
  399. hardCodedRatio, contain := getHardcodedCompletionModelRatio(name)
  400. if contain {
  401. return hardCodedRatio
  402. }
  403. if ratio, ok := CompletionRatio[name]; ok {
  404. return ratio
  405. }
  406. return hardCodedRatio
  407. }
  408. func getHardcodedCompletionModelRatio(name string) (float64, bool) {
  409. lowercaseName := strings.ToLower(name)
  410. if strings.HasPrefix(name, "gpt-4") && !strings.HasSuffix(name, "-all") && !strings.HasSuffix(name, "-gizmo-*") {
  411. if strings.HasPrefix(name, "gpt-4o") {
  412. if name == "gpt-4o-2024-05-13" {
  413. return 3, true
  414. }
  415. return 4, true
  416. }
  417. // gpt-4.5-preview匹配
  418. if strings.HasPrefix(name, "gpt-4.5-preview") {
  419. return 2, true
  420. }
  421. if strings.HasPrefix(name, "gpt-4-turbo") || strings.HasSuffix(name, "gpt-4-1106") || strings.HasSuffix(name, "gpt-4-1105") {
  422. return 3, true
  423. }
  424. // 没有特殊标记的 gpt-4 模型默认倍率为 2
  425. return 2, false
  426. }
  427. if strings.HasPrefix(name, "o1") || strings.HasPrefix(name, "o3") {
  428. return 4, true
  429. }
  430. if name == "chatgpt-4o-latest" {
  431. return 3, true
  432. }
  433. if strings.Contains(name, "claude-3") {
  434. return 5, true
  435. } else if strings.Contains(name, "claude-sonnet-4") || strings.Contains(name, "claude-opus-4") {
  436. return 5, true
  437. } else if strings.Contains(name, "claude-instant-1") || strings.Contains(name, "claude-2") {
  438. return 3, true
  439. }
  440. if strings.HasPrefix(name, "gpt-3.5") {
  441. if name == "gpt-3.5-turbo" || strings.HasSuffix(name, "0125") {
  442. // https://openai.com/blog/new-embedding-models-and-api-updates
  443. // Updated GPT-3.5 Turbo model and lower pricing
  444. return 3, true
  445. }
  446. if strings.HasSuffix(name, "1106") {
  447. return 2, true
  448. }
  449. return 4.0 / 3.0, true
  450. }
  451. if strings.HasPrefix(name, "mistral-") {
  452. return 3, true
  453. }
  454. if strings.HasPrefix(name, "gemini-") {
  455. if strings.HasPrefix(name, "gemini-1.5") {
  456. return 4, true
  457. } else if strings.HasPrefix(name, "gemini-2.0") {
  458. return 4, true
  459. } else if strings.HasPrefix(name, "gemini-2.5-pro") { // 移除preview来增加兼容性,这里假设正式版的倍率和preview一致
  460. return 8, false
  461. } else if strings.HasPrefix(name, "gemini-2.5-flash") { // 处理不同的flash模型倍率
  462. if strings.HasPrefix(name, "gemini-2.5-flash-preview") {
  463. if strings.HasSuffix(name, "-nothinking") {
  464. return 4, false
  465. }
  466. return 3.5 / 0.15, false
  467. }
  468. if strings.HasPrefix(name, "gemini-2.5-flash-lite") {
  469. return 4, false
  470. }
  471. return 2.5 / 0.3, true
  472. }
  473. return 4, false
  474. }
  475. if strings.HasPrefix(name, "command") {
  476. switch name {
  477. case "command-r":
  478. return 3, true
  479. case "command-r-plus":
  480. return 5, true
  481. case "command-r-08-2024":
  482. return 4, true
  483. case "command-r-plus-08-2024":
  484. return 4, true
  485. default:
  486. return 4, false
  487. }
  488. }
  489. // hint 只给官方上4倍率,由于开源模型供应商自行定价,不对其进行补全倍率进行强制对齐
  490. if lowercaseName == "deepseek-chat" || lowercaseName == "deepseek-reasoner" {
  491. return 4, true
  492. }
  493. if strings.HasPrefix(name, "ERNIE-Speed-") {
  494. return 2, true
  495. } else if strings.HasPrefix(name, "ERNIE-Lite-") {
  496. return 2, true
  497. } else if strings.HasPrefix(name, "ERNIE-Character") {
  498. return 2, true
  499. } else if strings.HasPrefix(name, "ERNIE-Functions") {
  500. return 2, true
  501. }
  502. switch name {
  503. case "llama2-70b-4096":
  504. return 0.8 / 0.64, true
  505. case "llama3-8b-8192":
  506. return 2, true
  507. case "llama3-70b-8192":
  508. return 0.79 / 0.59, true
  509. }
  510. return 1, false
  511. }
  512. func GetAudioRatio(name string) float64 {
  513. if strings.Contains(name, "-realtime") {
  514. if strings.HasSuffix(name, "gpt-4o-realtime-preview") {
  515. return 8
  516. } else if strings.Contains(name, "gpt-4o-mini-realtime-preview") {
  517. return 10 / 0.6
  518. } else {
  519. return 20
  520. }
  521. }
  522. if strings.Contains(name, "-audio") {
  523. if strings.HasPrefix(name, "gpt-4o-audio-preview") {
  524. return 40 / 2.5
  525. } else if strings.HasPrefix(name, "gpt-4o-mini-audio-preview") {
  526. return 10 / 0.15
  527. } else {
  528. return 40
  529. }
  530. }
  531. return 20
  532. }
  533. func GetAudioCompletionRatio(name string) float64 {
  534. if strings.HasPrefix(name, "gpt-4o-realtime") {
  535. return 2
  536. } else if strings.HasPrefix(name, "gpt-4o-mini-realtime") {
  537. return 2
  538. }
  539. return 2
  540. }
  541. func ModelRatio2JSONString() string {
  542. modelRatioMapMutex.RLock()
  543. defer modelRatioMapMutex.RUnlock()
  544. jsonBytes, err := json.Marshal(modelRatioMap)
  545. if err != nil {
  546. common.SysError("error marshalling model ratio: " + err.Error())
  547. }
  548. return string(jsonBytes)
  549. }
  550. var defaultImageRatio = map[string]float64{
  551. "gpt-image-1": 2,
  552. }
  553. var imageRatioMap map[string]float64
  554. var imageRatioMapMutex sync.RWMutex
  555. func ImageRatio2JSONString() string {
  556. imageRatioMapMutex.RLock()
  557. defer imageRatioMapMutex.RUnlock()
  558. jsonBytes, err := json.Marshal(imageRatioMap)
  559. if err != nil {
  560. common.SysError("error marshalling cache ratio: " + err.Error())
  561. }
  562. return string(jsonBytes)
  563. }
  564. func UpdateImageRatioByJSONString(jsonStr string) error {
  565. imageRatioMapMutex.Lock()
  566. defer imageRatioMapMutex.Unlock()
  567. imageRatioMap = make(map[string]float64)
  568. return json.Unmarshal([]byte(jsonStr), &imageRatioMap)
  569. }
  570. func GetImageRatio(name string) (float64, bool) {
  571. imageRatioMapMutex.RLock()
  572. defer imageRatioMapMutex.RUnlock()
  573. ratio, ok := imageRatioMap[name]
  574. if !ok {
  575. return 1, false // Default to 1 if not found
  576. }
  577. return ratio, true
  578. }
  579. func GetModelRatioCopy() map[string]float64 {
  580. modelRatioMapMutex.RLock()
  581. defer modelRatioMapMutex.RUnlock()
  582. copyMap := make(map[string]float64, len(modelRatioMap))
  583. for k, v := range modelRatioMap {
  584. copyMap[k] = v
  585. }
  586. return copyMap
  587. }
  588. func GetModelPriceCopy() map[string]float64 {
  589. modelPriceMapMutex.RLock()
  590. defer modelPriceMapMutex.RUnlock()
  591. copyMap := make(map[string]float64, len(modelPriceMap))
  592. for k, v := range modelPriceMap {
  593. copyMap[k] = v
  594. }
  595. return copyMap
  596. }
  597. func GetCompletionRatioCopy() map[string]float64 {
  598. CompletionRatioMutex.RLock()
  599. defer CompletionRatioMutex.RUnlock()
  600. copyMap := make(map[string]float64, len(CompletionRatio))
  601. for k, v := range CompletionRatio {
  602. copyMap[k] = v
  603. }
  604. return copyMap
  605. }
  606. // 转换模型名,减少渠道必须配置各种带参数模型
  607. func FormatMatchingModelName(name string) string {
  608. if strings.HasPrefix(name, "gemini-2.5-flash-lite") {
  609. name = handleThinkingBudgetModel(name, "gemini-2.5-flash-lite", "gemini-2.5-flash-lite-thinking-*")
  610. } else if strings.HasPrefix(name, "gemini-2.5-flash") {
  611. name = handleThinkingBudgetModel(name, "gemini-2.5-flash", "gemini-2.5-flash-thinking-*")
  612. } else if strings.HasPrefix(name, "gemini-2.5-pro") {
  613. name = handleThinkingBudgetModel(name, "gemini-2.5-pro", "gemini-2.5-pro-thinking-*")
  614. }
  615. if strings.HasPrefix(name, "gpt-4-gizmo") {
  616. name = "gpt-4-gizmo-*"
  617. }
  618. if strings.HasPrefix(name, "gpt-4o-gizmo") {
  619. name = "gpt-4o-gizmo-*"
  620. }
  621. return name
  622. }