Files
ollama37/model/models/gemma3n/model.go
Shang Chieh Tseng cbcbc9ae07 Add support for new models and fix GitHub issues
- Add Gemma3n model support with text generation capabilities
- Add new CUDA mean operations for improved performance
- Add macOS documentation and performance tests
- Update LLAMA patches for ROCm/CUDA compatibility
- Fix various model conversion and processing issues
- Update CI workflows and build configurations
- Add library model tests and Shakespeare test data

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-07-20 00:12:36 +08:00

52 lines
1.3 KiB
Go

package gemma3n
import (
"github.com/ollama/ollama/fs"
"github.com/ollama/ollama/kvcache"
"github.com/ollama/ollama/ml"
"github.com/ollama/ollama/model"
"github.com/ollama/ollama/model/input"
)
type Model struct {
model.Base
model.SentencePieceModel
*TextModel
}
// Forward implements model.Model.
func (m *Model) Forward(ctx ml.Context, batch input.Batch) (ml.Tensor, error) {
return m.TextModel.Forward(ctx, batch, m.Cache)
}
func New(c fs.Config) (model.Model, error) {
m := Model{
TextModel: newTextModel(c),
SentencePieceModel: model.NewSentencePieceModel(
&model.Vocabulary{
Values: c.Strings("tokenizer.ggml.tokens"),
Scores: c.Floats("tokenizer.ggml.scores"),
Types: c.Ints("tokenizer.ggml.token_type"),
AddBOS: c.Bool("tokenizer.ggml.add_bos_token", true),
BOS: []int32{int32(c.Uint("tokenizer.ggml.bos_token_id"))},
AddEOS: c.Bool("tokenizer.ggml.add_eos_token", false),
EOS: append(
[]int32{int32(c.Uint("tokenizer.ggml.eos_token_id"))},
c.Ints("tokenizer.ggml.eos_token_ids")...,
),
},
),
}
m.Cache = kvcache.NewWrapperCache(
kvcache.NewCausalCache(m.Shift),
kvcache.NewSWACache(int32(c.Uint("attention.sliding_window")), m.Shift),
)
return &m, nil
}
func init() {
model.Register("gemma3n", New)
}