basic distribution w/ push/pull

api/client.go

@@ -107,12 +107,15 @@ func (c *Client) Generate(ctx context.Context, req *GenerateRequest, fn Generate
 type PullProgressFunc func(PullProgress) error
 
 func (c *Client) Pull(ctx context.Context, req *PullRequest, fn PullProgressFunc) error {
-	return c.stream(ctx, http.MethodPost, "/api/pull", req, func(bts []byte) error {
+	/*
-		var resp PullProgress
+		return c.stream(ctx, http.MethodPost, "/api/pull", req, func(bts []byte) error {
-		if err := json.Unmarshal(bts, &resp); err != nil {
+			var resp PullProgress
-			return err
+			if err := json.Unmarshal(bts, &resp); err != nil {
-		}
+				return err
+			}
 
-		return fn(resp)
+			return fn(resp)
-	})
+		})
+	*/
+	return nil
 }

api/types.go

@@ -7,16 +7,6 @@ import (
 	"time"
 )
 
-type PullRequest struct {
-	Model string `json:"model"`
-}
-
-type PullProgress struct {
-	Total     int64   `json:"total"`
-	Completed int64   `json:"completed"`
-	Percent   float64 `json:"percent"`
-}
-
 type GenerateRequest struct {
 	Model   string `json:"model"`
 	Prompt  string `json:"prompt"`
@@ -25,6 +15,43 @@ type GenerateRequest struct {
 	Options `json:"options"`
 }
 
+type CreateRequest struct {
+	Name string `json:"name"`
+	Path string `json:"path"`
+}
+
+type CreateProgress struct {
+	Status string `json:"status"`
+}
+
+type PullRequest struct {
+	Name     string `json:"name"`
+	Username string `json:"username"`
+	Password string `json:"password"`
+}
+
+type PullProgress struct {
+	Status    string  `json:"status"`
+	Digest    string  `json:"digest,omitempty"`
+	Total     int     `json:"total,omitempty"`
+	Completed int     `json:"completed,omitempty"`
+	Percent   float64 `json:"percent,omitempty"`
+}
+
+type PushRequest struct {
+	Name     string `json:"name"`
+	Username string `json:"username"`
+	Password string `json:"password"`
+}
+
+type PushProgress struct {
+	Status    string  `json:"status"`
+	Digest    string  `json:"digest,omitempty"`
+	Total     int     `json:"total,omitempty"`
+	Completed int     `json:"completed,omitempty"`
+	Percent   float64 `json:"percent,omitempty"`
+}
+
 type GenerateResponse struct {
 	Model     string    `json:"model"`
 	CreatedAt time.Time `json:"created_at"`

cmd/cmd.go

@@ -52,24 +52,8 @@ func RunRun(cmd *cobra.Command, args []string) error {
 }
 
 func pull(model string) error {
-	client := api.NewClient()
+	// TODO add this back
-	var bar *progressbar.ProgressBar
+	return nil
-	return client.Pull(
-		context.Background(),
-		&api.PullRequest{Model: model},
-		func(progress api.PullProgress) error {
-			if bar == nil {
-				if progress.Percent >= 100 {
-					// already downloaded
-					return nil
-				}
-
-				bar = progressbar.DefaultBytes(progress.Total)
-			}
-
-			return bar.Set64(progress.Completed)
-		},
-	)
 }
 
 func RunGenerate(cmd *cobra.Command, args []string) error {

server/images.go

@@ -0,0 +1,678 @@
+package server
+
+import (
+	"bytes"
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
+	"fmt"
+	"io"
+	"io/ioutil"
+	"log"
+	"net/http"
+	"os"
+	"path"
+	"strings"
+
+	"github.com/jmorganca/ollama/api"
+	"github.com/jmorganca/ollama/parser"
+)
+
+var DefaultRegistry string = "http://localhost:6000"
+
+type ManifestV2 struct {
+	SchemaVersion int      `json:"schemaVersion"`
+	MediaType     string   `json:"mediaType"`
+	Config        Layer    `json:"config"`
+	Layers        []*Layer `json:"layers"`
+}
+
+type Layer struct {
+	MediaType string `json:"mediaType"`
+	Digest    string `json:"digest"`
+	Size      int    `json:"size"`
+}
+
+type LayerWithBuffer struct {
+	Layer
+
+	Buffer *bytes.Buffer
+}
+
+type ConfigV2 struct {
+	Architecture string `json:"architecture"`
+	OS           string `json:"os"`
+	RootFS       RootFS `json:"rootfs"`
+}
+
+type RootFS struct {
+	Type    string   `json:"type"`
+	DiffIDs []string `json:"diff_ids"`
+}
+
+func GetManifest(name string) (*ManifestV2, error) {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return nil, err
+	}
+
+	filepath := path.Join(home, ".ollama/models/manifests", name)
+	_, err = os.Stat(filepath)
+	if os.IsNotExist(err) {
+		return nil, fmt.Errorf("couldn't find model '%s'", name)
+	}
+
+	var manifest *ManifestV2
+
+	f, err := os.Open(filepath)
+	if err != nil {
+		return nil, fmt.Errorf("couldn't open file '%s'", filepath)
+	}
+
+	decoder := json.NewDecoder(f)
+	err = decoder.Decode(&manifest)
+	if err != nil {
+		return nil, err
+	}
+
+	return manifest, nil
+}
+
+func GetModel(name string) (*Model, error) {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return nil, err
+	}
+
+	manifest, err := GetManifest(name)
+	if err != nil {
+		return nil, err
+	}
+
+	model := &Model{
+		Name: name,
+	}
+
+	for _, layer := range manifest.Layers {
+		filename := path.Join(home, ".ollama/models/blobs", layer.Digest)
+		switch layer.MediaType {
+		case "application/vnd.ollama.image.model":
+			model.ModelPath = filename
+		case "application/vnd.ollama.image.prompt":
+			f, err := os.Open(filename)
+			if err != nil {
+				return nil, err
+			}
+			data, err := ioutil.ReadAll(f)
+			if err != nil {
+				return nil, err
+			}
+			model.Prompt = string(data)
+		case "application/vnd.ollama.image.params":
+			/*
+				f, err = os.Open(filename)
+				if err != nil {
+					return nil, err
+				}
+			*/
+
+			var opts api.Options
+			/*
+				decoder = json.NewDecoder(f)
+				err = decoder.Decode(&opts)
+				if err != nil {
+					return nil, err
+				}
+			*/
+			model.Options = opts
+		}
+	}
+
+	return model, nil
+}
+
+func CreateModel(name string, mf io.Reader, fn func(status string)) error {
+	fn("parsing modelfile")
+	commands, err := parser.Parse(mf)
+	if err != nil {
+		return err
+	}
+
+	var layers []*LayerWithBuffer
+	var param map[string]string
+	param = make(map[string]string)
+
+	for _, c := range commands {
+		log.Printf("[%s] - %s\n", c.Name, c.Arg)
+		switch c.Name {
+		case "model":
+			fn("creating model layer")
+			file, err := os.Open(c.Arg)
+			if err != nil {
+				return fmt.Errorf("failed to open file: %v", err)
+			}
+			defer file.Close()
+
+			l, err := CreateLayer(file)
+			if err != nil {
+				return fmt.Errorf("failed to create layer: %v", err)
+			}
+			l.MediaType = "application/vnd.ollama.image.model"
+			layers = append(layers, l)
+		case "prompt":
+			fn("creating prompt layer")
+			prompt := strings.NewReader(c.Arg)
+			l, err := CreateLayer(prompt)
+			if err != nil {
+				return fmt.Errorf("failed to create layer: %v", err)
+			}
+			l.MediaType = "application/vnd.ollama.image.prompt"
+			layers = append(layers, l)
+		default:
+			param[c.Name] = c.Arg
+		}
+	}
+
+	// Create a single layer for the parameters
+	fn("creating parameter layer")
+	paramData, err := paramsToReader(param)
+	if err != nil {
+		return fmt.Errorf("couldn't create params json: %v", err)
+	}
+	l, err := CreateLayer(paramData)
+	if err != nil {
+		return fmt.Errorf("failed to create layer: %v", err)
+	}
+	l.MediaType = "application/vnd.ollama.image.params"
+	layers = append(layers, l)
+
+	digests, err := getLayerDigests(layers)
+	if err != nil {
+		return err
+	}
+
+	// Create a layer for the config object
+	fn("creating config layer")
+	cfg, err := createConfigLayer(digests)
+	if err != nil {
+		return err
+	}
+	layers = append(layers, cfg)
+
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return err
+	}
+
+	var manifestLayers []*Layer
+
+	// Write each of the layers to disk
+	for _, layer := range layers {
+		filepath := path.Join(home, ".ollama/models/blobs", layer.Digest)
+
+		// TODO add a force flag to always write out the layers
+
+		_, err = os.Stat(filepath)
+		if os.IsNotExist(err) {
+			fn(fmt.Sprintf("writing layer %s", layer.Digest))
+			out, err := os.Create(filepath)
+			if err != nil {
+				log.Printf("couldn't create %s", filepath)
+				return err
+			}
+			defer out.Close()
+
+			_, err = io.Copy(out, layer.Buffer)
+			if err != nil {
+				return err
+			}
+		} else {
+			fn(fmt.Sprintf("using already created layer %s", layer.Digest))
+		}
+
+		if layer.MediaType == "application/vnd.docker.container.image.v1+json" {
+			continue
+		}
+
+		manifestLayer := &Layer{
+			MediaType: layer.MediaType,
+			Size:      layer.Size,
+			Digest:    layer.Digest,
+		}
+
+		manifestLayers = append(manifestLayers, manifestLayer)
+	}
+
+	// Create the manifest
+	fn("writing manifest")
+	manifest := ManifestV2{
+		SchemaVersion: 2,
+		MediaType:     "application/vnd.docker.distribution.manifest.v2+json",
+		Config: Layer{
+			MediaType: cfg.MediaType,
+			Size:      cfg.Size,
+			Digest:    cfg.Digest,
+		},
+		Layers: manifestLayers,
+	}
+
+	manifestJSON, err := json.Marshal(manifest)
+	if err != nil {
+		return err
+	}
+
+	filepath := path.Join(home, ".ollama/models/manifests", name)
+	err = os.WriteFile(filepath, manifestJSON, 0644)
+	if err != nil {
+		log.Printf("couldn't write to %s", filepath)
+		return err
+	}
+
+	fn("success")
+	return nil
+}
+
+func paramsToReader(m map[string]string) (io.Reader, error) {
+	data, err := json.MarshalIndent(m, "", "  ")
+	if err != nil {
+		return nil, err
+	}
+
+	return strings.NewReader(string(data)), nil
+}
+
+func getLayerDigests(layers []*LayerWithBuffer) ([]string, error) {
+	var digests []string
+	for _, l := range layers {
+		if l.Digest == "" {
+			return nil, fmt.Errorf("layer is missing a digest!")
+		}
+		digests = append(digests, l.Digest)
+	}
+	return digests, nil
+}
+
+// CreateLayer creates a Layer object from a given file
+func CreateLayer(f io.Reader) (*LayerWithBuffer, error) {
+	buf := new(bytes.Buffer)
+	_, err := io.Copy(buf, f)
+	if err != nil {
+		return nil, err
+	}
+
+	digest, size := GetSHA256Digest(buf)
+
+	layer := &LayerWithBuffer{
+		Layer: Layer{
+			MediaType: "application/vnd.docker.image.rootfs.diff.tar",
+			Digest:    digest,
+			Size:      size,
+		},
+		Buffer: buf,
+	}
+
+	return layer, nil
+}
+
+func PushModel(name, username, password string, fn func(status, digest string, Total, Completed int, Percent float64)) error {
+	fn("retrieving manifest", "", 0, 0, 0)
+	manifest, err := GetManifest(name)
+	if err != nil {
+		fn("couldn't retrieve manifest", "", 0, 0, 0)
+		return err
+	}
+
+	var repoName string
+	var tag string
+
+	comps := strings.Split(name, ":")
+	switch {
+	case len(comps) < 1 || len(comps) > 2:
+		return fmt.Errorf("repository name was invalid")
+	case len(comps) == 1:
+		repoName = comps[0]
+		tag = "latest"
+	case len(comps) == 2:
+		repoName = comps[0]
+		tag = comps[1]
+	}
+
+	var layers []*Layer
+	var total int
+	var completed int
+	for _, layer := range manifest.Layers {
+		layers = append(layers, layer)
+		total += layer.Size
+	}
+	layers = append(layers, &manifest.Config)
+	total += manifest.Config.Size
+
+	for _, layer := range layers {
+		exists, err := checkBlobExistence(DefaultRegistry, repoName, layer.Digest, username, password)
+		if err != nil {
+			return err
+		}
+
+		if exists {
+			completed += layer.Size
+			fn("using existing layer", layer.Digest, total, completed, float64(completed)/float64(total))
+			continue
+		}
+
+		fn("starting upload", layer.Digest, total, completed, float64(completed)/float64(total))
+
+		location, err := startUpload(DefaultRegistry, repoName, username, password)
+		if err != nil {
+			log.Printf("couldn't start upload: %v", err)
+			return err
+		}
+
+		err = uploadBlob(location, layer, username, password)
+		if err != nil {
+			log.Printf("error uploading blob: %v", err)
+			return err
+		}
+		completed += layer.Size
+		fn("upload complete", layer.Digest, total, completed, float64(completed)/float64(total))
+	}
+
+	fn("pushing manifest", "", total, completed, float64(completed/total))
+	url := fmt.Sprintf("%s/v2/%s/manifests/%s", DefaultRegistry, repoName, tag)
+	headers := map[string]string{
+		"Content-Type": "application/vnd.docker.distribution.manifest.v2+json",
+	}
+
+	manifestJSON, err := json.Marshal(manifest)
+	if err != nil {
+		return err
+	}
+
+	resp, err := makeRequest("PUT", url, headers, bytes.NewReader(manifestJSON), username, password)
+	defer resp.Body.Close()
+
+	// Check for success: For a successful upload, the Docker registry will respond with a 201 Created
+	if resp.StatusCode != http.StatusCreated {
+		body, _ := ioutil.ReadAll(resp.Body)
+		return fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
+	}
+
+	fn("success", "", total, completed, 1.0)
+
+	return nil
+}
+
+func PullModel(name, username, password string, fn func(status, digest string, Total, Completed int, Percent float64)) error {
+	var repoName string
+	var tag string
+
+	comps := strings.Split(name, ":")
+	switch {
+	case len(comps) < 1 || len(comps) > 2:
+		return fmt.Errorf("repository name was invalid")
+	case len(comps) == 1:
+		repoName = comps[0]
+		tag = "latest"
+	case len(comps) == 2:
+		repoName = comps[0]
+		tag = comps[1]
+	}
+
+	fn("pulling manifest", "", 0, 0, 0)
+
+	manifest, err := pullModelManifest(DefaultRegistry, repoName, tag, username, password)
+	if err != nil {
+		fmt.Errorf("Error: %q", err)
+		return err
+	}
+
+	var layers []*Layer
+	var total int
+	var completed int
+	for _, layer := range manifest.Layers {
+		layers = append(layers, layer)
+		total += layer.Size
+	}
+	layers = append(layers, &manifest.Config)
+	total += manifest.Config.Size
+
+	for _, layer := range layers {
+		fn("starting download", layer.Digest, total, completed, float64(completed)/float64(total))
+		if err := downloadBlob(DefaultRegistry, repoName, layer.Digest, username, password); err != nil {
+			return err
+		}
+		completed += layer.Size
+		fn("download complete", layer.Digest, total, completed, float64(completed)/float64(total))
+	}
+
+	fn("writing manifest", "", total, completed, 1.0)
+
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return err
+	}
+
+	manifestJSON, err := json.Marshal(manifest)
+	if err != nil {
+		return err
+	}
+
+	filepath := path.Join(home, ".ollama/models/manifests", name)
+	err = os.WriteFile(filepath, manifestJSON, 0644)
+	if err != nil {
+		log.Printf("couldn't write to %s", filepath)
+		return err
+	}
+
+	fn("success", "", total, completed, 1.0)
+
+	return nil
+}
+
+func pullModelManifest(registryURL, repoName, tag, username, password string) (*ManifestV2, error) {
+	url := fmt.Sprintf("%s/v2/%s/manifests/%s", registryURL, repoName, tag)
+	headers := map[string]string{
+		"Accept": "application/vnd.docker.distribution.manifest.v2+json",
+	}
+
+	resp, err := makeRequest("GET", url, headers, nil, username, password)
+	defer resp.Body.Close()
+
+	// Check for success: For a successful upload, the Docker registry will respond with a 201 Created
+	if resp.StatusCode != http.StatusOK {
+		body, _ := ioutil.ReadAll(resp.Body)
+		return nil, fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
+	}
+
+	var m *ManifestV2
+	if err := json.NewDecoder(resp.Body).Decode(&m); err != nil {
+		return nil, err
+	}
+
+	return m, err
+}
+
+func createConfigLayer(layers []string) (*LayerWithBuffer, error) {
+	// TODO change architecture and OS
+	config := ConfigV2{
+		Architecture: "arm64",
+		OS:           "linux",
+		RootFS: RootFS{
+			Type:    "layers",
+			DiffIDs: layers,
+		},
+	}
+
+	configJSON, err := json.Marshal(config)
+	if err != nil {
+		return nil, err
+	}
+
+	buf := bytes.NewBuffer(configJSON)
+	digest, size := GetSHA256Digest(buf)
+
+	layer := &LayerWithBuffer{
+		Layer: Layer{
+			MediaType: "application/vnd.docker.container.image.v1+json",
+			Digest:    digest,
+			Size:      size,
+		},
+		Buffer: buf,
+	}
+	return layer, nil
+}
+
+// GetSHA256Digest returns the SHA256 hash of a given buffer and returns it, and the size of buffer
+func GetSHA256Digest(data *bytes.Buffer) (string, int) {
+	layerBytes := data.Bytes()
+	hash := sha256.Sum256(layerBytes)
+	return "sha256:" + hex.EncodeToString(hash[:]), len(layerBytes)
+}
+
+func startUpload(registryURL string, repositoryName string, username string, password string) (string, error) {
+	url := fmt.Sprintf("%s/v2/%s/blobs/uploads/", registryURL, repositoryName)
+
+	resp, err := makeRequest("POST", url, nil, nil, username, password)
+	defer resp.Body.Close()
+
+	if err != nil {
+		return "", fmt.Errorf("failed to create request: %v", err)
+	}
+
+	// Check for success
+	if resp.StatusCode != http.StatusAccepted {
+		body, _ := ioutil.ReadAll(resp.Body)
+		return "", fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
+	}
+
+	// Extract UUID location from header
+	location := resp.Header.Get("Location")
+	if location == "" {
+		return "", fmt.Errorf("Location header is missing in response")
+	}
+
+	return location, nil
+}
+
+// Function to check if a blob already exists in the Docker registry
+func checkBlobExistence(registryURL string, repositoryName string, digest string, username string, password string) (bool, error) {
+	url := fmt.Sprintf("%s/v2/%s/blobs/%s", registryURL, repositoryName, digest)
+
+	resp, err := makeRequest("HEAD", url, nil, nil, username, password)
+	defer resp.Body.Close()
+
+	if err != nil {
+		return false, fmt.Errorf("failed to create request: %v", err)
+	}
+
+	// Check for success: If the blob exists, the Docker registry will respond with a 200 OK
+	return resp.StatusCode == http.StatusOK, nil
+}
+
+func uploadBlob(location string, layer *Layer, username string, password string) error {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return err
+	}
+
+	// Create URL
+	url := fmt.Sprintf("%s&digest=%s", location, layer.Digest)
+
+	headers := make(map[string]string)
+	headers["Content-Length"] = fmt.Sprintf("%d", layer.Size)
+	headers["Content-Type"] = "application/octet-stream"
+
+	// TODO change from monolithic uploads to chunked uploads
+	// TODO allow resumability
+	// TODO allow canceling uploads via DELETE
+	// TODO allow cross repo blob mount
+
+	filepath := path.Join(home, ".ollama/models/blobs", layer.Digest)
+	f, err := os.Open(filepath)
+	if err != nil {
+		return err
+	}
+
+	resp, err := makeRequest("PUT", url, headers, f, username, password)
+	defer resp.Body.Close()
+
+	if err != nil {
+		return err
+	}
+
+	// Check for success: For a successful upload, the Docker registry will respond with a 201 Created
+	if resp.StatusCode != http.StatusCreated {
+		body, _ := ioutil.ReadAll(resp.Body)
+		return fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
+	}
+
+	return nil
+}
+
+func downloadBlob(registryURL, repoName, digest, username, password string) error {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return err
+	}
+
+	filepath := path.Join(home, ".ollama/models/blobs", digest)
+
+	_, err = os.Stat(filepath)
+	if !os.IsNotExist(err) {
+		// we already have the file, so return
+		log.Printf("already have %s\n", digest)
+		return nil
+	}
+
+	url := fmt.Sprintf("%s/v2/%s/blobs/%s", registryURL, repoName, digest)
+	headers := map[string]string{}
+
+	resp, err := makeRequest("GET", url, headers, nil, username, password)
+	defer resp.Body.Close()
+
+	// TODO: handle 307 redirects
+	// TODO: handle range requests to make this resumable
+
+	if resp.StatusCode != http.StatusOK {
+		body, _ := ioutil.ReadAll(resp.Body)
+		return fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
+	}
+
+	out, err := os.Create(filepath)
+	if err != nil {
+		log.Printf("couldn't create %s", filepath)
+		return err
+	}
+	defer out.Close()
+
+	_, err = io.Copy(out, resp.Body)
+	if err != nil {
+		return err
+	}
+
+	log.Printf("success getting %s\n", digest)
+	return nil
+}
+
+func makeRequest(method, url string, headers map[string]string, body io.Reader, username, password string) (*http.Response, error) {
+	req, err := http.NewRequest(method, url, body)
+	if err != nil {
+		return nil, err
+	}
+
+	for k, v := range headers {
+		req.Header.Set(k, v)
+	}
+
+	// TODO: better auth
+	if username != "" && password != "" {
+		req.SetBasicAuth(username, password)
+	}
+
+	client := &http.Client{}
+	resp, err := client.Do(req)
+	if err != nil {
+		return nil, err
+	}
+
+	return resp, nil
+}

server/models.go

@@ -9,12 +9,17 @@ import (
 	"os"
 	"path/filepath"
 	"strconv"
+
+	"github.com/jmorganca/ollama/api"
 )
 
 const directoryURL = "https://ollama.ai/api/models"
 
 type Model struct {
 	Name             string `json:"name"`
+	ModelPath        string
+	Prompt           string
+	Options          api.Options
 	DisplayName      string `json:"display_name"`
 	Parameters       string `json:"parameters"`
 	URL              string `json:"url"`

server/routes.go

@@ -3,7 +3,7 @@ package server
 import (
 	"embed"
 	"encoding/json"
-	"errors"
+	"fmt"
 	"io"
 	"log"
 	"math"
@@ -40,6 +40,7 @@ func generate(c *gin.Context) {
 
 	req := api.GenerateRequest{
 		Options: api.DefaultOptions(),
+		Prompt:  "",
 	}
 
 	if err := c.ShouldBindJSON(&req); err != nil {
@@ -47,34 +48,28 @@ func generate(c *gin.Context) {
 		return
 	}
 
-	if remoteModel, _ := getRemote(req.Model); remoteModel != nil {
+	model, err := GetModel(req.Model)
-		req.Model = remoteModel.FullName()
+	if err != nil {
-	}
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
-	if _, err := os.Stat(req.Model); err != nil {
+		return
-		if !errors.Is(err, os.ErrNotExist) {
-			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
-			return
-		}
-		req.Model = filepath.Join(cacheDir(), "models", req.Model+".bin")
 	}
 
-	templateNames := make([]string, 0, len(templates.Templates()))
+	templ, err := template.New("").Parse(model.Prompt)
-	for _, template := range templates.Templates() {
+	if err != nil {
-		templateNames = append(templateNames, template.Name())
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
 	}
 
-	match, _ := matchRankOne(filepath.Base(req.Model), templateNames)
+	var sb strings.Builder
-	if template := templates.Lookup(match); template != nil {
+	if err = templ.Execute(&sb, req); err != nil {
-		var sb strings.Builder
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
-		if err := template.Execute(&sb, req); err != nil {
+		return
-			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
-			return
-		}
-
-		req.Prompt = sb.String()
 	}
+	req.Prompt = sb.String()
 
-	llm, err := llama.New(req.Model, req.Options)
+	fmt.Printf("prompt = >>>%s<<<\n", req.Prompt)
+
+	llm, err := llama.New(model.ModelPath, req.Options)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
@@ -105,40 +100,84 @@ func pull(c *gin.Context) {
 		return
 	}
 
-	remote, err := getRemote(req.Model)
+	ch := make(chan any)
-	if err != nil {
+	go func() {
-		c.JSON(http.StatusBadGateway, gin.H{"error": err.Error()})
+		defer close(ch)
-		return
+		fn := func(status, digest string, total, completed int, percent float64) {
+			ch <- api.PullProgress{
+				Status:    status,
+				Digest:    digest,
+				Total:     total,
+				Completed: completed,
+				Percent:   percent,
+			}
+		}
+		if err := PullModel(req.Name, req.Username, req.Password, fn); err != nil {
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
 	}
 
-	// check if completed file exists
+	streamResponse(c, ch)
-	fi, err := os.Stat(remote.FullName())
+}
-	switch {
-	case errors.Is(err, os.ErrNotExist):
-		// noop, file doesn't exist so create it
-	case err != nil:
-		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
-		return
-	default:
-		c.JSON(http.StatusOK, api.PullProgress{
-			Total:     fi.Size(),
-			Completed: fi.Size(),
-			Percent:   100,
-		})
 
+func push(c *gin.Context) {
+	var req api.PushRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
 
 	ch := make(chan any)
 	go func() {
 		defer close(ch)
-		saveModel(remote, func(total, completed int64) {
+		fn := func(status, digest string, total, completed int, percent float64) {
-			ch <- api.PullProgress{
+			ch <- api.PushProgress{
+				Status:    status,
+				Digest:    digest,
 				Total:     total,
 				Completed: completed,
-				Percent:   float64(completed) / float64(total) * 100,
+				Percent:   percent,
 			}
-		})
+		}
+		if err := PushModel(req.Name, req.Username, req.Password, fn); err != nil {
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
+	}()
+
+	streamResponse(c, ch)
+}
+
+func create(c *gin.Context) {
+	var req api.CreateRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+		return
+	}
+
+	// NOTE consider passing the entire Modelfile in the json instead of the path to it
+
+	file, err := os.Open(req.Path)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+		return
+	}
+	defer file.Close()
+
+	ch := make(chan any)
+	go func() {
+		defer close(ch)
+		fn := func(status string) {
+			ch <- api.CreateProgress{
+				Status: status,
+			}
+		}
+
+		if err := CreateModel(req.Name, file, fn); err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+			return
+		}
 	}()
 
 	streamResponse(c, ch)
@@ -153,6 +192,8 @@ func Serve(ln net.Listener) error {
 
 	r.POST("/api/pull", pull)
 	r.POST("/api/generate", generate)
+	r.POST("/api/create", create)
+	r.POST("/api/push", push)
 
 	log.Printf("Listening on %s", ln.Addr())
 	s := &http.Server{