diff options
Diffstat (limited to 'llmc/cmd/peek/main.go')
| -rw-r--r-- | llmc/cmd/peek/main.go | 52 |
1 files changed, 52 insertions, 0 deletions
diff --git a/llmc/cmd/peek/main.go b/llmc/cmd/peek/main.go new file mode 100644 index 0000000..caacb31 --- /dev/null +++ b/llmc/cmd/peek/main.go @@ -0,0 +1,52 @@ +package main + +import ( + "fmt" + "log" + + "golang.org/x/exp/constraints" + + "go.jknobloc.com/x/llmc" + "go.jknobloc.com/x/tokenizer/bpe" +) + +func main() { + var a llmc.DataFile[uint16] + var b llmc.DataFile[uint16] + + _ = must(llmc.Deserialize("artifacts/data/llmc/edu_fineweb100B/edu_fineweb_val_000000.bin", &a)) + _ = must(llmc.Deserialize("artifacts/test/llmc/edu_fineweb100B/edu_fineweb_val_000000.bin", &b)) + + t := must(bpe.NewTokenizerFromFiles("gpt2/models/base/vocab.json", "gpt2/models/base/merges.txt")) + + s := decode(&a, 1024, t) + k := decode(&b, 1024, t) + + fmt.Println(s) + + fmt.Println() + + fmt.Println(k) +} + +func must[T any](v T, err error) T { + if err != nil { + log.Fatal(err) + } + + return v +} + +func decode[T constraints.Integer](src *llmc.DataFile[T], n int, t *bpe.Tokenizer) string { + ids := make([]int, n) + + if len(src.Tokens) < n { + panic("not enough tokens") + } + + for i := range n { + ids[i] = int(src.Tokens[i]) + } + + return t.Decode(ids) +} |
