Remove padding and truncation logic

src/core/Tokenizer.ts

@@ -50,7 +50,6 @@ class Tokenizer {
   private added_tokens_map: Map<string, AddedToken>;
   private special_tokens: Array<string | TokenConfig>;
   private all_special_ids: Array<number>;
-  private model_max_length: number;
   private remove_space: boolean;
   private clean_up_tokenization_spaces: boolean;
   private do_lowercase_and_remove_accent: boolean;
@@ -120,7 +119,6 @@ class Tokenizer {
     this.added_tokens_map = new Map(
       this.added_tokens.map((x) => [x.content, x]),
     );
-    this.model_max_length = this.config.model_max_length;
     this.remove_space = this.config.remove_space;
     this.clean_up_tokenization_spaces =
       this.config.clean_up_tokenization_spaces ?? true;

src/static/tokenizer.d.ts

@@ -24,14 +24,6 @@ export interface TokenizerConfig {
   add_eos_token?: boolean;
   add_prefix_space?: boolean;
 
-  // Padding and truncation
-  padding_side?: "left" | "right";
-  truncation_side?: "left" | "right";
-  model_max_length?: number;
-  max_length?: number;
-  stride?: number;
-  pad_to_multiple_of?: number;
-
   // Cleaning and processing
   clean_up_tokenization_spaces?: boolean;
   split_special_tokens?: boolean;
@@ -74,8 +66,6 @@ export interface TokenConfig {
 
 export interface TokenizerJSON {
   version?: string;
-  truncation?: TruncationConfig | null;
-  padding?: PaddingConfig | null;
   added_tokens?: AddedToken[];
   normalizer?: TokenizerConfigNormalizer;
   pre_tokenizer?: TokenizerConfigPreTokenizer;
@@ -84,29 +74,6 @@ export interface TokenizerJSON {
   model: TokenizerModelConfig;
 }
 
-// ----------------------------------------------------------------------------
-// Truncation Configuration
-// ----------------------------------------------------------------------------
-
-export interface TruncationConfig {
-  direction?: "Left" | "Right";
-  max_length: number;
-  strategy?: "LongestFirst" | "OnlyFirst" | "OnlySecond";
-  stride?: number;
-}
-
-// ----------------------------------------------------------------------------
-// Padding Configuration
-// ----------------------------------------------------------------------------
-
-export interface PaddingConfig {
-  direction?: "Left" | "Right";
-  pad_id?: number;
-  pad_token?: string;
-  pad_type_id?: number;
-  pad_to_multiple_of?: number | null;
-}
-
 // ----------------------------------------------------------------------------
 // Added Tokens
 // ----------------------------------------------------------------------------

src/utils/core.ts

@@ -158,24 +158,6 @@ export const regex_split = (text: string, regex: RegExp): string[] => {
 export const remove_accents = (text: string): string =>
   text.replace(/\p{M}/gu, "");
 
-/**
- * Helper function for truncating values of an object, which are each arrays.
- * NOTE: No additional checks are made here for validity of arguments.
- * @param item The input object.
- * @param length The length to truncate to.
- * @private
- */
-export const truncate_helper = (
-  item: Record<string, any[]>,
-  length: number,
-): void => {
-  // Setting .length to a lower value truncates the array in-place:
-  // https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/length
-  for (const key of Object.keys(item)) {
-    item[key].length = length;
-  }
-};
-
 export const validate_object = (
   obj: Object,
   name: string,