فهرست منبع

vocab: Use int32 for special tokens

Special tokens are currently read as uint32 from the model metadata.
However, all other parts of the system (including the tokenizer) use
int32 to represent tokens so it is impossible to represent the high
portion of the unsigned range. For consistency and to avoid casts,
we should just use int32 everywhere.
Jesse Gross 2 ماه پیش
والد
کامیت
7916f55009
3فایلهای تغییر یافته به همراه8 افزوده شده و 8 حذف شده
  1. 2 2
      model/llama/model.go
  2. 2 2
      model/mllama/model.go
  3. 4 4
      model/process_text.go

+ 2 - 2
model/llama/model.go

@@ -35,8 +35,8 @@ func New(c ml.Config) (model.Model, error) {
 				Values: c.Strings("tokenizer.ggml.tokens"),
 				Types:  c.Uints("tokenizer.ggml.token_type"),
 				Merges: c.Strings("tokenizer.ggml.merges"),
-				BOS:    c.Uint("tokenizer.ggml.bos_token_id"),
-				EOS:    c.Uint("tokenizer.ggml.eos_token_id"),
+				BOS:    int32(c.Uint("tokenizer.ggml.bos_token_id")),
+				EOS:    int32(c.Uint("tokenizer.ggml.eos_token_id")),
 			},
 		),
 		Layers: make([]Layer, c.Uint("block_count")),

+ 2 - 2
model/mllama/model.go

@@ -26,8 +26,8 @@ func New(c ml.Config) (model.Model, error) {
 				Values: c.Strings("tokenizer.ggml.tokens"),
 				Types:  c.Uints("tokenizer.ggml.token_type"),
 				Merges: c.Strings("tokenizer.ggml.merges"),
-				BOS:    c.Uint("tokenizer.ggml.bos_token_id"),
-				EOS:    c.Uint("tokenizer.ggml.eos_token_id"),
+				BOS:    int32(c.Uint("tokenizer.ggml.bos_token_id")),
+				EOS:    int32(c.Uint("tokenizer.ggml.eos_token_id")),
 			},
 		),
 		ImageProcessor: newImageProcessor(c),

+ 4 - 4
model/process_text.go

@@ -21,7 +21,7 @@ const (
 type TextProcessor interface {
 	Encode(string) ([]int32, error)
 	Decode([]int32) (string, error)
-	Is(uint32, Special) bool
+	Is(int32, Special) bool
 }
 
 type Vocabulary struct {
@@ -30,7 +30,7 @@ type Vocabulary struct {
 	Scores []uint32
 	Merges []string
 
-	BOS, EOS uint32
+	BOS, EOS int32
 
 	specialOnce sync.Once
 	special     []string
@@ -42,7 +42,7 @@ type Vocabulary struct {
 	merge     map[string]int32
 }
 
-func (v *Vocabulary) Is(id uint32, special Special) bool {
+func (v *Vocabulary) Is(id int32, special Special) bool {
 	switch special {
 	case SpecialBOS:
 		return id == v.BOS
@@ -111,7 +111,7 @@ func NewBytePairEncoding(pre string, vocab *Vocabulary) BytePairEncoding {
 	}
 }
 
-func (bpe BytePairEncoding) Is(id uint32, special Special) bool {
+func (bpe BytePairEncoding) Is(id int32, special Special) bool {
 	return bpe.vocab.Is(id, special)
 }