Files
ollama/mlxrunner/client_score.go
a00d083bb5 mlx: System one support (#18701)
* mlxrunner: restore System One scoring

Carry the MLX implementation and its tests from the original System One
commit. The API/compiler and llama-server implementation already exist on
the release branch, so retain those versions. Adapt the optional model test
to the renamed decision package and its explicit rendering/context setup.

(cherry picked from commit 26e546ddb3)

* Enable MLX System One and add regression coverage

* mlxrunner: add Laya support for System One

Import Laya checkpoints and implement bidirectional decision scoring.

* mlxrunner: release cached buffers after System One scoring

* decision: match Tev1 and Nimble publisher prompt formats

Select Tev1 prompts using renderer metadata and fix JSON formatting, with regression coverage for GGUF and MLX.

* mlx: support Clef and Clef Flash decision models

Add model import, quantization safeguards, and text/image scoring with the Clef joint decision head.

* support vision capabilities for decision models

* Make Clef scoring cancellable between prefill chunks

Preserve joint-head inputs and test cancellation, cleanup, and recovery.

* mlx: separate decision preparation and readout from forward

Let serial and batched scoring share model-owned preparation and readout
without duplicating architecture-specific logic in the runner.

* mlx: add Strands Decider support

* implement caching

---------

Co-authored-by: ParthSareen <parth.sareen@ollama.com>
2026-10-03 13:17:21 -07:00

47 lines
1.1 KiB
Go

package mlxrunner
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"strings"
"github.com/ollama/ollama/api"
"github.com/ollama/ollama/llm"
)
var _ llm.Scorer = (*Client)(nil)
func (c *Client) Score(ctx context.Context, input llm.ScoreRequest) (llm.ScoreResponse, error) {
var result llm.ScoreResponse
data, err := json.Marshal(input)
if err != nil {
return result, err
}
req, err := http.NewRequestWithContext(ctx, http.MethodPost, fmt.Sprintf("http://127.0.0.1:%d/v1/score", c.port), bytes.NewReader(data))
if err != nil {
return result, err
}
req.Header.Set("Content-Type", "application/json")
res, err := c.client.Do(req)
if err != nil {
if errMsg := c.status.LastError(); errMsg != "" {
return result, fmt.Errorf("mlx runner failed: %s", errMsg)
}
return result, err
}
defer res.Body.Close()
if res.StatusCode != http.StatusOK {
body, err := io.ReadAll(res.Body)
if err != nil {
return result, err
}
return result, api.StatusError{StatusCode: res.StatusCode, ErrorMessage: strings.TrimSpace(string(body))}
}
err = json.NewDecoder(res.Body).Decode(&result)
return result, err
}