ollama source for Momentry Core verification

2026-05-22 17:19:10 +08:00
commit 0b31ff9135
2020 changed files with 1413145 additions and 0 deletions
--- a/tokenizer/vocabulary_test.go
+++ b/tokenizer/vocabulary_test.go
@@ -0,0 +1,107 @@
+package tokenizer
+
+import (
+	"testing"
+
+	"github.com/google/go-cmp/cmp"
+)
+
+func TestSpecialVocabulary(t *testing.T) {
+	vocab := &Vocabulary{
+		Values: []string{"<|startoftext|>", "<|endoftext|>", "<|tool_call_start|>", "<|tool_call_end|>", "hi"},
+		Types:  []int32{TOKEN_TYPE_CONTROL, TOKEN_TYPE_CONTROL, TOKEN_TYPE_USER_DEFINED, TOKEN_TYPE_USER_DEFINED, TOKEN_TYPE_NORMAL},
+	}
+
+	specialVocab := vocab.SpecialVocabulary()
+
+	if len(specialVocab) != 4 {
+		t.Errorf("expected 4 special tokens, got %d", len(specialVocab))
+	}
+}
+
+func TestAddSpecialVocabulary(t *testing.T) {
+	cases := []struct {
+		name  string
+		vocab *Vocabulary
+		input []int32
+		want  []int32
+	}{
+		{
+			name: "add bos",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: true,
+				AddEOS: false,
+			},
+			input: []int32{2, 3, 4},
+			want:  []int32{0, 2, 3, 4},
+		},
+		{
+			// TODO(mxyng): this is to match previous behaviour
+			name: "add bos when already present",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: true,
+				AddEOS: false,
+			},
+			input: []int32{0, 2, 3, 4},
+			want:  []int32{0, 0, 2, 3, 4},
+		},
+		{
+			name: "add eos",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: false,
+				AddEOS: true,
+			},
+			input: []int32{2, 3, 4},
+			want:  []int32{2, 3, 4, 1},
+		},
+		{
+			// TODO(mxyng): this is to match previous behaviour
+			name: "add eos when already present",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: false,
+				AddEOS: true,
+			},
+			input: []int32{2, 3, 4, 1},
+			want:  []int32{2, 3, 4, 1, 1},
+		},
+		{
+			name: "add both",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: true,
+				AddEOS: true,
+			},
+			input: []int32{2, 3, 4},
+			want:  []int32{0, 2, 3, 4, 1},
+		},
+		{
+			name: "add bos to empty inputs",
+			vocab: &Vocabulary{
+				BOS:    []int32{0},
+				EOS:    []int32{1},
+				AddBOS: true,
+				AddEOS: false,
+			},
+			input: []int32{},
+			want:  []int32{0},
+		},
+	}
+
+	for _, tt := range cases {
+		t.Run(tt.name, func(t *testing.T) {
+			got := tt.vocab.addSpecials(tt.input)
+			if diff := cmp.Diff(tt.want, got); diff != "" {
+				t.Errorf("no match (-want +got):\n%s", diff)
+			}
+		})
+	}
+}