c7cb0f0602
Co-authored-by: jmorganca <jmorganca@gmail.com> Co-authored-by: Michael Yang <mxyng@pm.me> Co-authored-by: Jesse Gross <jesse@ollama.com>
714 lines
20 KiB
Go
714 lines
20 KiB
Go
package server
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"strings"
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"testing"
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"time"
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"github.com/gin-gonic/gin"
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"github.com/google/go-cmp/cmp"
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"github.com/ollama/ollama/api"
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"github.com/ollama/ollama/discover"
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"github.com/ollama/ollama/llm"
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)
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type mockRunner struct {
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llm.LlamaServer
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// CompletionRequest is only valid until the next call to Completion
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llm.CompletionRequest
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llm.CompletionResponse
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}
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func (m *mockRunner) Completion(_ context.Context, r llm.CompletionRequest, fn func(r llm.CompletionResponse)) error {
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m.CompletionRequest = r
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fn(m.CompletionResponse)
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return nil
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}
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func (mockRunner) Tokenize(_ context.Context, s string) (tokens []int, err error) {
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for range strings.Fields(s) {
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tokens = append(tokens, len(tokens))
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}
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return
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}
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func newMockServer(mock *mockRunner) func(discover.GpuInfoList, string, *llm.GGML, []string, []string, api.Options, int) (llm.LlamaServer, error) {
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return func(gpus discover.GpuInfoList, model string, ggml *llm.GGML, projectors, system []string, opts api.Options, numParallel int) (llm.LlamaServer, error) {
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return mock, nil
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}
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}
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func TestGenerateChat(t *testing.T) {
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gin.SetMode(gin.TestMode)
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mock := mockRunner{
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CompletionResponse: llm.CompletionResponse{
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Done: true,
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DoneReason: "stop",
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PromptEvalCount: 1,
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PromptEvalDuration: 1,
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EvalCount: 1,
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EvalDuration: 1,
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},
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}
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s := Server{
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sched: &Scheduler{
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pendingReqCh: make(chan *LlmRequest, 1),
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finishedReqCh: make(chan *LlmRequest, 1),
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expiredCh: make(chan *runnerRef, 1),
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unloadedCh: make(chan any, 1),
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loaded: make(map[string]*runnerRef),
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newServerFn: newMockServer(&mock),
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getGpuFn: discover.GetGPUInfo,
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getCpuFn: discover.GetCPUInfo,
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reschedDelay: 250 * time.Millisecond,
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loadFn: func(req *LlmRequest, ggml *llm.GGML, gpus discover.GpuInfoList, numParallel int) {
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// add small delay to simulate loading
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time.Sleep(time.Millisecond)
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req.successCh <- &runnerRef{
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llama: &mock,
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}
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},
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},
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}
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go s.sched.Run(context.TODO())
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w := createRequest(t, s.CreateHandler, api.CreateRequest{
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Model: "test",
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Modelfile: fmt.Sprintf(`FROM %s
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TEMPLATE """
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{{- if .System }}System: {{ .System }} {{ end }}
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{{- if .Prompt }}User: {{ .Prompt }} {{ end }}
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{{- if .Response }}Assistant: {{ .Response }} {{ end }}"""
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`, createBinFile(t, llm.KV{
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"general.architecture": "llama",
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"llama.block_count": uint32(1),
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"llama.context_length": uint32(8192),
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"llama.embedding_length": uint32(4096),
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"llama.attention.head_count": uint32(32),
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"llama.attention.head_count_kv": uint32(8),
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"tokenizer.ggml.tokens": []string{""},
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"tokenizer.ggml.scores": []float32{0},
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"tokenizer.ggml.token_type": []int32{0},
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}, []llm.Tensor{
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{Name: "token_embd.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_norm.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_down.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_gate.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_up.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_norm.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_k.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_output.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_q.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_v.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "output.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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})),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status 200, got %d", w.Code)
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}
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t.Run("missing body", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, nil)
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if w.Code != http.StatusBadRequest {
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t.Errorf("expected status 400, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"model is required"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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t.Run("missing model", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{})
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if w.Code != http.StatusBadRequest {
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t.Errorf("expected status 400, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"model is required"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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t.Run("missing capabilities chat", func(t *testing.T) {
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w := createRequest(t, s.CreateHandler, api.CreateRequest{
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Model: "bert",
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Modelfile: fmt.Sprintf("FROM %s", createBinFile(t, llm.KV{
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"general.architecture": "bert",
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"bert.pooling_type": uint32(0),
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}, []llm.Tensor{})),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status 200, got %d", w.Code)
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}
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w = createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "bert",
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})
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if w.Code != http.StatusBadRequest {
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t.Errorf("expected status 400, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"\"bert\" does not support chat"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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t.Run("load model", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "test",
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})
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if w.Code != http.StatusOK {
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t.Errorf("expected status 200, got %d", w.Code)
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}
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var actual api.ChatResponse
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if err := json.NewDecoder(w.Body).Decode(&actual); err != nil {
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t.Fatal(err)
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}
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if actual.Model != "test" {
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t.Errorf("expected model test, got %s", actual.Model)
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}
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if !actual.Done {
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t.Errorf("expected done true, got false")
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}
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if actual.DoneReason != "load" {
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t.Errorf("expected done reason load, got %s", actual.DoneReason)
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}
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})
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checkChatResponse := func(t *testing.T, body io.Reader, model, content string) {
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t.Helper()
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var actual api.ChatResponse
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if err := json.NewDecoder(body).Decode(&actual); err != nil {
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t.Fatal(err)
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}
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if actual.Model != model {
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t.Errorf("expected model test, got %s", actual.Model)
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}
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if !actual.Done {
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t.Errorf("expected done false, got true")
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}
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if actual.DoneReason != "stop" {
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t.Errorf("expected done reason stop, got %s", actual.DoneReason)
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}
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if diff := cmp.Diff(actual.Message, api.Message{
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Role: "assistant",
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Content: content,
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}); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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if actual.PromptEvalCount == 0 {
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t.Errorf("expected prompt eval count > 0, got 0")
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}
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if actual.PromptEvalDuration == 0 {
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t.Errorf("expected prompt eval duration > 0, got 0")
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}
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if actual.EvalCount == 0 {
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t.Errorf("expected eval count > 0, got 0")
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}
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if actual.EvalDuration == 0 {
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t.Errorf("expected eval duration > 0, got 0")
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}
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if actual.LoadDuration == 0 {
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t.Errorf("expected load duration > 0, got 0")
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}
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if actual.TotalDuration == 0 {
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t.Errorf("expected total duration > 0, got 0")
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}
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}
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mock.CompletionResponse.Content = "Hi!"
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t.Run("messages", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "test",
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Messages: []api.Message{
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{Role: "user", Content: "Hello!"},
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},
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Errorf("expected status 200, got %d", w.Code)
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}
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if diff := cmp.Diff(mock.CompletionRequest.Prompt, "User: Hello! "); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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checkChatResponse(t, w.Body, "test", "Hi!")
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})
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w = createRequest(t, s.CreateHandler, api.CreateRequest{
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Model: "test-system",
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Modelfile: "FROM test\nSYSTEM You are a helpful assistant.",
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status 200, got %d", w.Code)
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}
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t.Run("messages with model system", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "test-system",
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Messages: []api.Message{
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{Role: "user", Content: "Hello!"},
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},
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Errorf("expected status 200, got %d", w.Code)
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}
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if diff := cmp.Diff(mock.CompletionRequest.Prompt, "System: You are a helpful assistant. User: Hello! "); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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checkChatResponse(t, w.Body, "test-system", "Hi!")
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})
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mock.CompletionResponse.Content = "Abra kadabra!"
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t.Run("messages with system", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "test-system",
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Messages: []api.Message{
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{Role: "system", Content: "You can perform magic tricks."},
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{Role: "user", Content: "Hello!"},
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},
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Errorf("expected status 200, got %d", w.Code)
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}
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if diff := cmp.Diff(mock.CompletionRequest.Prompt, "System: You can perform magic tricks. User: Hello! "); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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checkChatResponse(t, w.Body, "test-system", "Abra kadabra!")
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})
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t.Run("messages with interleaved system", func(t *testing.T) {
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w := createRequest(t, s.ChatHandler, api.ChatRequest{
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Model: "test-system",
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Messages: []api.Message{
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{Role: "user", Content: "Hello!"},
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{Role: "assistant", Content: "I can help you with that."},
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{Role: "system", Content: "You can perform magic tricks."},
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{Role: "user", Content: "Help me write tests."},
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},
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Errorf("expected status 200, got %d", w.Code)
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}
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if diff := cmp.Diff(mock.CompletionRequest.Prompt, "System: You are a helpful assistant. User: Hello! Assistant: I can help you with that. System: You can perform magic tricks. User: Help me write tests. "); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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checkChatResponse(t, w.Body, "test-system", "Abra kadabra!")
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})
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}
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func TestGenerate(t *testing.T) {
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gin.SetMode(gin.TestMode)
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mock := mockRunner{
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CompletionResponse: llm.CompletionResponse{
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Done: true,
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DoneReason: "stop",
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PromptEvalCount: 1,
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PromptEvalDuration: 1,
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EvalCount: 1,
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EvalDuration: 1,
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},
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}
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s := Server{
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sched: &Scheduler{
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pendingReqCh: make(chan *LlmRequest, 1),
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finishedReqCh: make(chan *LlmRequest, 1),
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expiredCh: make(chan *runnerRef, 1),
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unloadedCh: make(chan any, 1),
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loaded: make(map[string]*runnerRef),
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newServerFn: newMockServer(&mock),
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getGpuFn: discover.GetGPUInfo,
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getCpuFn: discover.GetCPUInfo,
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reschedDelay: 250 * time.Millisecond,
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loadFn: func(req *LlmRequest, ggml *llm.GGML, gpus discover.GpuInfoList, numParallel int) {
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// add small delay to simulate loading
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time.Sleep(time.Millisecond)
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req.successCh <- &runnerRef{
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llama: &mock,
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}
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},
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},
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}
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go s.sched.Run(context.TODO())
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w := createRequest(t, s.CreateHandler, api.CreateRequest{
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Model: "test",
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Modelfile: fmt.Sprintf(`FROM %s
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TEMPLATE """
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{{- if .System }}System: {{ .System }} {{ end }}
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{{- if .Prompt }}User: {{ .Prompt }} {{ end }}
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{{- if .Response }}Assistant: {{ .Response }} {{ end }}"""
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`, createBinFile(t, llm.KV{
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"general.architecture": "llama",
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"llama.block_count": uint32(1),
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"llama.context_length": uint32(8192),
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"llama.embedding_length": uint32(4096),
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"llama.attention.head_count": uint32(32),
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"llama.attention.head_count_kv": uint32(8),
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"tokenizer.ggml.tokens": []string{""},
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"tokenizer.ggml.scores": []float32{0},
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"tokenizer.ggml.token_type": []int32{0},
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}, []llm.Tensor{
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{Name: "token_embd.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_norm.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_down.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_gate.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_up.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.ffn_norm.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_k.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_output.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_q.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "blk.0.attn_v.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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{Name: "output.weight", Shape: []uint64{1}, WriterTo: bytes.NewReader(make([]byte, 4))},
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})),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status 200, got %d", w.Code)
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}
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t.Run("missing body", func(t *testing.T) {
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w := createRequest(t, s.GenerateHandler, nil)
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if w.Code != http.StatusNotFound {
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t.Errorf("expected status 404, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"model '' not found"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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t.Run("missing model", func(t *testing.T) {
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w := createRequest(t, s.GenerateHandler, api.GenerateRequest{})
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if w.Code != http.StatusNotFound {
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t.Errorf("expected status 404, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"model '' not found"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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t.Run("missing capabilities generate", func(t *testing.T) {
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w := createRequest(t, s.CreateHandler, api.CreateRequest{
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Model: "bert",
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Modelfile: fmt.Sprintf("FROM %s", createBinFile(t, llm.KV{
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"general.architecture": "bert",
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"bert.pooling_type": uint32(0),
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}, []llm.Tensor{})),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status 200, got %d", w.Code)
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}
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w = createRequest(t, s.GenerateHandler, api.GenerateRequest{
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Model: "bert",
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})
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if w.Code != http.StatusBadRequest {
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t.Errorf("expected status 400, got %d", w.Code)
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}
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if diff := cmp.Diff(w.Body.String(), `{"error":"\"bert\" does not support generate"}`); diff != "" {
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t.Errorf("mismatch (-got +want):\n%s", diff)
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}
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})
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|
|
t.Run("missing capabilities suffix", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test",
|
|
Prompt: "def add(",
|
|
Suffix: " return c",
|
|
})
|
|
|
|
if w.Code != http.StatusBadRequest {
|
|
t.Errorf("expected status 400, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(w.Body.String(), `{"error":"test does not support insert"}`); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
})
|
|
|
|
t.Run("load model", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test",
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
var actual api.GenerateResponse
|
|
if err := json.NewDecoder(w.Body).Decode(&actual); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
if actual.Model != "test" {
|
|
t.Errorf("expected model test, got %s", actual.Model)
|
|
}
|
|
|
|
if !actual.Done {
|
|
t.Errorf("expected done true, got false")
|
|
}
|
|
|
|
if actual.DoneReason != "load" {
|
|
t.Errorf("expected done reason load, got %s", actual.DoneReason)
|
|
}
|
|
})
|
|
|
|
checkGenerateResponse := func(t *testing.T, body io.Reader, model, content string) {
|
|
t.Helper()
|
|
|
|
var actual api.GenerateResponse
|
|
if err := json.NewDecoder(body).Decode(&actual); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
if actual.Model != model {
|
|
t.Errorf("expected model test, got %s", actual.Model)
|
|
}
|
|
|
|
if !actual.Done {
|
|
t.Errorf("expected done false, got true")
|
|
}
|
|
|
|
if actual.DoneReason != "stop" {
|
|
t.Errorf("expected done reason stop, got %s", actual.DoneReason)
|
|
}
|
|
|
|
if actual.Response != content {
|
|
t.Errorf("expected response %s, got %s", content, actual.Response)
|
|
}
|
|
|
|
if actual.Context == nil {
|
|
t.Errorf("expected context not nil")
|
|
}
|
|
|
|
if actual.PromptEvalCount == 0 {
|
|
t.Errorf("expected prompt eval count > 0, got 0")
|
|
}
|
|
|
|
if actual.PromptEvalDuration == 0 {
|
|
t.Errorf("expected prompt eval duration > 0, got 0")
|
|
}
|
|
|
|
if actual.EvalCount == 0 {
|
|
t.Errorf("expected eval count > 0, got 0")
|
|
}
|
|
|
|
if actual.EvalDuration == 0 {
|
|
t.Errorf("expected eval duration > 0, got 0")
|
|
}
|
|
|
|
if actual.LoadDuration == 0 {
|
|
t.Errorf("expected load duration > 0, got 0")
|
|
}
|
|
|
|
if actual.TotalDuration == 0 {
|
|
t.Errorf("expected total duration > 0, got 0")
|
|
}
|
|
}
|
|
|
|
mock.CompletionResponse.Content = "Hi!"
|
|
t.Run("prompt", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test",
|
|
Prompt: "Hello!",
|
|
Stream: &stream,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "User: Hello! "); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
|
|
checkGenerateResponse(t, w.Body, "test", "Hi!")
|
|
})
|
|
|
|
w = createRequest(t, s.CreateHandler, api.CreateRequest{
|
|
Model: "test-system",
|
|
Modelfile: "FROM test\nSYSTEM You are a helpful assistant.",
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Fatalf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
t.Run("prompt with model system", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-system",
|
|
Prompt: "Hello!",
|
|
Stream: &stream,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "System: You are a helpful assistant. User: Hello! "); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
|
|
checkGenerateResponse(t, w.Body, "test-system", "Hi!")
|
|
})
|
|
|
|
mock.CompletionResponse.Content = "Abra kadabra!"
|
|
t.Run("prompt with system", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-system",
|
|
Prompt: "Hello!",
|
|
System: "You can perform magic tricks.",
|
|
Stream: &stream,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "System: You can perform magic tricks. User: Hello! "); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
|
|
checkGenerateResponse(t, w.Body, "test-system", "Abra kadabra!")
|
|
})
|
|
|
|
t.Run("prompt with template", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-system",
|
|
Prompt: "Help me write tests.",
|
|
System: "You can perform magic tricks.",
|
|
Template: `{{- if .System }}{{ .System }} {{ end }}
|
|
{{- if .Prompt }}### USER {{ .Prompt }} {{ end }}
|
|
{{- if .Response }}### ASSISTANT {{ .Response }} {{ end }}`,
|
|
Stream: &stream,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "You can perform magic tricks. ### USER Help me write tests. "); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
|
|
checkGenerateResponse(t, w.Body, "test-system", "Abra kadabra!")
|
|
})
|
|
|
|
w = createRequest(t, s.CreateHandler, api.CreateRequest{
|
|
Model: "test-suffix",
|
|
Modelfile: `FROM test
|
|
TEMPLATE """{{- if .Suffix }}<PRE> {{ .Prompt }} <SUF>{{ .Suffix }} <MID>
|
|
{{- else }}{{ .Prompt }}
|
|
{{- end }}"""`,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Fatalf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
t.Run("prompt with suffix", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-suffix",
|
|
Prompt: "def add(",
|
|
Suffix: " return c",
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "<PRE> def add( <SUF> return c <MID>"); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
})
|
|
|
|
t.Run("prompt without suffix", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-suffix",
|
|
Prompt: "def add(",
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "def add("); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
})
|
|
|
|
t.Run("raw", func(t *testing.T) {
|
|
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
|
|
Model: "test-system",
|
|
Prompt: "Help me write tests.",
|
|
Raw: true,
|
|
Stream: &stream,
|
|
})
|
|
|
|
if w.Code != http.StatusOK {
|
|
t.Errorf("expected status 200, got %d", w.Code)
|
|
}
|
|
|
|
if diff := cmp.Diff(mock.CompletionRequest.Prompt, "Help me write tests."); diff != "" {
|
|
t.Errorf("mismatch (-got +want):\n%s", diff)
|
|
}
|
|
})
|
|
}
|