package server import ( "bytes" "cmp" "crypto/sha256" "encoding/json" "fmt" "io" "maps" "net/http" "net/http/httptest" "os" "path/filepath" "reflect" "slices" "strings" "testing" "github.com/gin-gonic/gin" gocmp "github.com/google/go-cmp/cmp" gocmpopts "github.com/google/go-cmp/cmp/cmpopts" "github.com/ollama/ollama/api" "github.com/ollama/ollama/envconfig" "github.com/ollama/ollama/fs/ggml" "github.com/ollama/ollama/types/model" ) var stream bool = false func createBinFile(t *testing.T, kv map[string]any, ti []*ggml.Tensor) (string, string) { t.Helper() t.Setenv("OLLAMA_MODELS", cmp.Or(os.Getenv("OLLAMA_MODELS"), t.TempDir())) modelDir := envconfig.Models() f, err := os.CreateTemp(t.TempDir(), "") if err != nil { t.Fatal(err) } defer f.Close() base := map[string]any{"general.architecture": "test"} maps.Copy(base, kv) if err := ggml.WriteGGUF(f, base, ti); err != nil { t.Fatal(err) } // Calculate sha256 of file if _, err := f.Seek(0, 0); err != nil { t.Fatal(err) } digest, _ := GetSHA256Digest(f) if err := f.Close(); err != nil { t.Fatal(err) } if err := createLink(f.Name(), filepath.Join(modelDir, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))); err != nil { t.Fatal(err) } return f.Name(), digest } type responseRecorder struct { *httptest.ResponseRecorder http.CloseNotifier } func NewRecorder() *responseRecorder { return &responseRecorder{ ResponseRecorder: httptest.NewRecorder(), } } func (t *responseRecorder) CloseNotify() <-chan bool { return make(chan bool) } func createRequest(t *testing.T, fn func(*gin.Context), body any) *httptest.ResponseRecorder { t.Helper() // if OLLAMA_MODELS is not set, set it to the temp directory t.Setenv("OLLAMA_MODELS", cmp.Or(os.Getenv("OLLAMA_MODELS"), t.TempDir())) w := NewRecorder() c, _ := gin.CreateTestContext(w) var b bytes.Buffer if err := json.NewEncoder(&b).Encode(body); err != nil { t.Fatal(err) } c.Request = &http.Request{ Body: io.NopCloser(&b), } fn(c) return w.ResponseRecorder } func checkFileExists(t *testing.T, p string, expect []string) { t.Helper() actual, err := filepath.Glob(p) if err != nil { t.Fatal(err) } if diff := gocmp.Diff(expect, actual, gocmpopts.SortSlices(strings.Compare), gocmpopts.EquateEmpty()); diff != "" { t.Errorf("file exists mismatch (-want +got):\n%s", diff) } } func TestCreateFromBin(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Stream: &stream, }) if w.Code != http.StatusOK { fmt.Println(w) t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-6bcdb8859d417753645538d7bbfbd7ca91a3f0c191aef5379c53c05e86b669dd"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), }) } func TestCreateFromModel(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test2", From: "test", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-6bcdb8859d417753645538d7bbfbd7ca91a3f0c191aef5379c53c05e86b669dd"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), }) } func TestCreateFromModelInheritsRendererParser(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server const ( renderer = "custom-renderer" parser = "custom-parser" ) _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "base", Files: map[string]string{"base.gguf": digest}, Renderer: renderer, Parser: parser, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "child", From: "base", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } manifest, err := ParseNamedManifest(model.ParseName("child")) if err != nil { t.Fatalf("parse manifest: %v", err) } if manifest.Config.Digest == "" { t.Fatalf("unexpected empty config digest for child manifest") } configPath, err := GetBlobsPath(manifest.Config.Digest) if err != nil { t.Fatalf("config blob path: %v", err) } cfgFile, err := os.Open(configPath) if err != nil { t.Fatalf("open config blob: %v", err) } defer cfgFile.Close() var cfg ConfigV2 if err := json.NewDecoder(cfgFile).Decode(&cfg); err != nil { t.Fatalf("decode config: %v", err) } if cfg.Renderer != renderer { t.Fatalf("expected renderer %q, got %q", renderer, cfg.Renderer) } if cfg.Parser != parser { t.Fatalf("expected parser %q, got %q", parser, cfg.Parser) } } func TestCreateRemovesLayers(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ .Prompt }}", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-b507b9c2f6ca642bffcd06665ea7c91f235fd32daeefdf875a0f938db05fb315"), filepath.Join(p, "blobs", "sha256-f6e7e4b28e0b1d0c635f2d465bd248c5387c3e75b61a48c4374192b26d832a56"), }) w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ .System }} {{ .Prompt }}", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-136bf7c76bac2ec09d6617885507d37829e04b41acc47687d45e512b544e893a"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed"), }) } func TestCreateUnsetsSystem(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, System: "Say hi!", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-0a666d113e8e0a3d27e9c7bd136a0bdfb6241037db50729d81568451ebfdbde8"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-f29e82a8284dbdf5910b1555580ff60b04238b8da9d5e51159ada67a4d0d5851"), }) w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, System: "", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-6bcdb8859d417753645538d7bbfbd7ca91a3f0c191aef5379c53c05e86b669dd"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), }) } func TestCreateMergeParameters(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Parameters: map[string]any{ "temperature": 1, "top_k": 10, "stop": []string{"USER:", "ASSISTANT:"}, }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), filepath.Join(p, "blobs", "sha256-6d6e36c1f90fc7deefc33a7300aa21ad4b67c506e33ecdeddfafa98147e60bbf"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), }) // in order to merge parameters, the second model must be created FROM the first w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test2", From: "test", Parameters: map[string]any{ "temperature": 0.6, "top_p": 0.7, }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), }) // Display contents of each blob in the directory blobDir := filepath.Join(p, "blobs") entries, err := os.ReadDir(blobDir) if err != nil { t.Fatalf("failed to read blobs directory: %v", err) } for _, entry := range entries { blobPath := filepath.Join(blobDir, entry.Name()) content, err := os.ReadFile(blobPath) if err != nil { t.Fatalf("failed to read blob %s: %v", entry.Name(), err) } t.Logf("Contents of %s:\n%s", entry.Name(), string(content)) } checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), filepath.Join(p, "blobs", "sha256-6d6e36c1f90fc7deefc33a7300aa21ad4b67c506e33ecdeddfafa98147e60bbf"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-bbdce269dabe013033632238b4b2d1e02fac2f97787c5e895f4da84e09cccd5d"), filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba"), }) actual, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba")) if err != nil { t.Fatal(err) } expect, err := json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"USER:", "ASSISTANT:"}}) if err != nil { t.Fatal(err) } if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) { t.Errorf("expected %s, actual %s", string(expect), string(actual)) } // slices are replaced w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test2", From: "test", Parameters: map[string]any{ "temperature": 0.6, "top_p": 0.7, "stop": []string{"<|endoftext|>"}, }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35"), filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), filepath.Join(p, "blobs", "sha256-6d6e36c1f90fc7deefc33a7300aa21ad4b67c506e33ecdeddfafa98147e60bbf"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-9443591d14be23c1e33d101934d76ad03bdb0715fe0879e8b0d1819e7bb063dd"), }) actual, err = os.ReadFile(filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35")) if err != nil { t.Fatal(err) } expect, err = json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"<|endoftext|>"}}) if err != nil { t.Fatal(err) } if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) { t.Errorf("expected %s, actual %s", string(expect), string(actual)) } } func TestCreateReplacesMessages(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Messages: []api.Message{ { Role: "assistant", Content: "What is my purpose?", }, { Role: "user", Content: "You run tests.", }, { Role: "assistant", Content: "Oh, my god.", }, }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-c84aee28f2af350596f674de51d2a802ea782653ef2930a21d48bd43d5cd5317"), }) w = createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test2", From: "test", Messages: []api.Message{ { Role: "assistant", Content: "You're a test, Harry.", }, { Role: "user", Content: "I-I'm a what?", }, { Role: "assistant", Content: "A test. And a thumping good one at that, I'd wager.", }, }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), }) // Old layers will not have been pruned checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-09cfac3e6a637e25cb41aa85c24c110dc17ba89634de7df141b564dd2da4168b"), filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-a60ecc9da299ec7ede453f99236e5577fd125e143689b646d9f0ddc9971bf4db"), filepath.Join(p, "blobs", "sha256-c84aee28f2af350596f674de51d2a802ea782653ef2930a21d48bd43d5cd5317"), }) type message struct { Role string `json:"role"` Content string `json:"content"` } f, err := os.Open(filepath.Join(p, "blobs", "sha256-a60ecc9da299ec7ede453f99236e5577fd125e143689b646d9f0ddc9971bf4db")) if err != nil { t.Fatal(err) } defer f.Close() var actual []message if err := json.NewDecoder(f).Decode(&actual); err != nil { t.Fatal(err) } expect := []message{ {Role: "assistant", Content: "You're a test, Harry."}, {Role: "user", Content: "I-I'm a what?"}, {Role: "assistant", Content: "A test. And a thumping good one at that, I'd wager."}, } if !slices.Equal(actual, expect) { t.Errorf("expected %s, actual %s", expect, actual) } } func TestCreateTemplateSystem(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ .System }} {{ .Prompt }}", System: "Say bye!", Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-0a04d979734167da3b80811a1874d734697f366a689f3912589b99d2e86e7ad1"), filepath.Join(p, "blobs", "sha256-4c5f51faac758fecaff8db42f0b7382891a4d0c0bb885f7b86be88c814a7cc86"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed"), }) template, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed")) if err != nil { t.Fatal(err) } if string(template) != "{{ .System }} {{ .Prompt }}" { t.Errorf("expected \"{{ .System }} {{ .Prompt }}\", actual %s", template) } system, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-4c5f51faac758fecaff8db42f0b7382891a4d0c0bb885f7b86be88c814a7cc86")) if err != nil { t.Fatal(err) } if string(system) != "Say bye!" { t.Errorf("expected \"Say bye!\", actual %s", system) } t.Run("incomplete template", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ .Prompt", Stream: &stream, }) if w.Code != http.StatusBadRequest { t.Fatalf("expected status code 400, actual %d", w.Code) } }) t.Run("template with unclosed if", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ if .Prompt }}", Stream: &stream, }) if w.Code != http.StatusBadRequest { t.Fatalf("expected status code 400, actual %d", w.Code) } }) t.Run("template with undefined function", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Template: "{{ Prompt }}", Stream: &stream, }) if w.Code != http.StatusBadRequest { t.Fatalf("expected status code 400, actual %d", w.Code) } }) } func TestCreateAndShowRemoteModel(t *testing.T) { gin.SetMode(gin.TestMode) var s Server w := createRequest(t, s.CreateHandler, api.CreateRequest{ Model: "test", From: "bob", RemoteHost: "https://ollama.com", Info: map[string]any{ "capabilities": []string{"completion", "tools", "thinking"}, "model_family": "gptoss", "context_length": 131072, "embedding_length": 2880, "quantization_level": "MXFP4", "parameter_size": "20.9B", }, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("exected status code 200, actual %d", w.Code) } w = createRequest(t, s.ShowHandler, api.ShowRequest{Model: "test"}) if w.Code != http.StatusOK { t.Fatalf("exected status code 200, actual %d", w.Code) } var resp api.ShowResponse if err := json.NewDecoder(w.Body).Decode(&resp); err != nil { t.Fatal(err) } expectedDetails := api.ModelDetails{ ParentModel: "", Format: "", Family: "gptoss", Families: []string{"gptoss"}, ParameterSize: "20.9B", QuantizationLevel: "MXFP4", } if !reflect.DeepEqual(resp.Details, expectedDetails) { t.Errorf("model details: expected %#v, actual %#v", expectedDetails, resp.Details) } expectedCaps := []model.Capability{ model.Capability("completion"), model.Capability("tools"), model.Capability("thinking"), } if !slices.Equal(resp.Capabilities, expectedCaps) { t.Errorf("capabilities: expected %#v, actual %#v", expectedCaps, resp.Capabilities) } v, ok := resp.ModelInfo["gptoss.context_length"] ctxlen := v.(float64) if !ok || int(ctxlen) != 131072 { t.Errorf("context len: expected %d, actual %d", 131072, int(ctxlen)) } v, ok = resp.ModelInfo["gptoss.embedding_length"] embedlen := v.(float64) if !ok || int(embedlen) != 2880 { t.Errorf("embed len: expected %d, actual %d", 2880, int(embedlen)) } fmt.Printf("resp = %#v\n", resp) } func TestCreateLicenses(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, License: []string{"MIT", "Apache-2.0"}, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), }) checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-2af71558e438db0b73a20beab92dc278a94e1bbe974c00c1a33e3ab62d53a608"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), filepath.Join(p, "blobs", "sha256-a762f214df0d96c9a7b82f96da98d99ceb2776c88e3ea7ffa09d1e5835516ec6"), filepath.Join(p, "blobs", "sha256-e5dcffe836b6ec8a58e492419b550e65fb8cbdc308503979e5dacb33ac7ea3b7"), }) mit, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e5dcffe836b6ec8a58e492419b550e65fb8cbdc308503979e5dacb33ac7ea3b7")) if err != nil { t.Fatal(err) } if string(mit) != "MIT" { t.Errorf("expected MIT, actual %s", mit) } apache, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-2af71558e438db0b73a20beab92dc278a94e1bbe974c00c1a33e3ab62d53a608")) if err != nil { t.Fatal(err) } if string(apache) != "Apache-2.0" { t.Errorf("expected Apache-2.0, actual %s", apache) } } func TestCreateDetectTemplate(t *testing.T) { gin.SetMode(gin.TestMode) p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) var s Server t.Run("matched", func(t *testing.T) { _, digest := createBinFile(t, ggml.KV{ "tokenizer.chat_template": "{{ bos_token }}{% for message in messages %}{{'<|' + message['role'] + '|>' + '\n' + message['content'] + '<|end|>\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}", }, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-0d79f567714c62c048378f2107fb332dabee0135d080c302d884317da9433cc5"), filepath.Join(p, "blobs", "sha256-3322a0c650c758b7386ff55629d27d07c07b6c3d3515e259dc3e5598c41e9f4e"), filepath.Join(p, "blobs", "sha256-35360843d0c84fb1506952a131bbef13cd2bb4a541251f22535170c05b56e672"), filepath.Join(p, "blobs", "sha256-a56c12acca8068cb6c335e237da6643e8a802a92959a63ad5bd17828e3b5e9b0"), }) }) t.Run("unmatched", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) w := createRequest(t, s.CreateHandler, api.CreateRequest{ Name: "test", Files: map[string]string{"test.gguf": digest}, Stream: &stream, }) if w.Code != http.StatusOK { t.Fatalf("expected status code 200, actual %d", w.Code) } checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ filepath.Join(p, "blobs", "sha256-6bcdb8859d417753645538d7bbfbd7ca91a3f0c191aef5379c53c05e86b669dd"), filepath.Join(p, "blobs", "sha256-89a2116c3a82d6a97f59f748d86ed4417214353fd178ee54df418fde32495fad"), }) }) } func TestDetectModelTypeFromFiles(t *testing.T) { t.Run("gguf file", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) files := map[string]string{ "model.gguf": digest, } modelType := detectModelTypeFromFiles(files) if modelType != "gguf" { t.Fatalf("expected model type 'gguf', got %q", modelType) } }) t.Run("gguf file w/o extension", func(t *testing.T) { _, digest := createBinFile(t, nil, nil) files := map[string]string{ fmt.Sprintf("%x", digest): digest, } modelType := detectModelTypeFromFiles(files) if modelType != "gguf" { t.Fatalf("expected model type 'gguf', got %q", modelType) } }) t.Run("safetensors file", func(t *testing.T) { files := map[string]string{ "model.safetensors": "sha256:abc123", } modelType := detectModelTypeFromFiles(files) if modelType != "safetensors" { t.Fatalf("expected model type 'safetensors', got %q", modelType) } }) t.Run("unsupported file type", func(t *testing.T) { p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) data := []byte("12345678") digest := fmt.Sprintf("sha256:%x", sha256.Sum256(data)) if err := os.MkdirAll(filepath.Join(p, "blobs"), 0o755); err != nil { t.Fatal(err) } f, err := os.Create(filepath.Join(p, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))) if err != nil { t.Fatal(err) } defer f.Close() if _, err := f.Write(data); err != nil { t.Fatal(err) } files := map[string]string{ "model.bin": digest, } modelType := detectModelTypeFromFiles(files) if modelType != "" { t.Fatalf("expected empty model type for unsupported file, got %q", modelType) } }) t.Run("file with less than 4 bytes", func(t *testing.T) { p := t.TempDir() t.Setenv("OLLAMA_MODELS", p) data := []byte("123") digest := fmt.Sprintf("sha256:%x", sha256.Sum256(data)) if err := os.MkdirAll(filepath.Join(p, "blobs"), 0o755); err != nil { t.Fatal(err) } f, err := os.Create(filepath.Join(p, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))) if err != nil { t.Fatal(err) } defer f.Close() if _, err := f.Write(data); err != nil { t.Fatal(err) } files := map[string]string{ "noext": digest, } modelType := detectModelTypeFromFiles(files) if modelType != "" { t.Fatalf("expected empty model type for small file, got %q", modelType) } }) }