Merge branch 'main' into patch-1

This commit is contained in:
Timothy Jaeryang Baek 2023-11-04 19:12:18 -05:00 committed by GitHub
commit 6febde7200
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
25 changed files with 580 additions and 2301 deletions

View file

@ -29,8 +29,7 @@ curl https://ollama.ai/install.sh | sh
### Docker
The official [Ollama Docker image `ollama/ollama`](https://hub.docker.com/r/ollama/ollama)
is available on Docker Hub.
The official [Ollama Docker image](https://hub.docker.com/r/ollama/ollama) `ollama/ollama` is available on Docker Hub.
## Quickstart
@ -235,6 +234,7 @@ See the [API documentation](./docs/api.md) for all endpoints.
- [LlamaIndex](https://gpt-index.readthedocs.io/en/stable/examples/llm/ollama.html)
- [LiteLLM](https://github.com/BerriAI/litellm)
- [OllamaSharp for .NET](https://github.com/awaescher/OllamaSharp)
- [Ollama-rs for Rust](https://github.com/pepperoni21/ollama-rs)
### Plugins (Extensions)
- [Raycast extension](https://github.com/MassimilianoPasquini97/raycast_ollama)
@ -245,5 +245,3 @@ See the [API documentation](./docs/api.md) for all endpoints.
- [Discord AI Bot](https://github.com/mekb-turtle/discord-ai-bot)
- [Dumbar](https://github.com/JerrySievert/Dumbar)

View file

@ -72,7 +72,7 @@ func ClientFromEnvironment() (*Client, error) {
},
}
mockRequest, err := http.NewRequest("HEAD", client.base.String(), nil)
mockRequest, err := http.NewRequest(http.MethodHead, client.base.String(), nil)
if err != nil {
return nil, err
}

View file

@ -293,7 +293,7 @@ func DefaultOptions() Options {
return Options{
// options set on request to runner
NumPredict: -1,
NumKeep: -1,
NumKeep: 0,
Temperature: 0.8,
TopK: 40,
TopP: 0.9,

View file

@ -11,6 +11,7 @@ import (
"io"
"log"
"net"
"net/http"
"os"
"os/exec"
"os/signal"
@ -98,19 +99,16 @@ func RunHandler(cmd *cobra.Command, args []string) error {
return err
}
models, err := client.List(context.Background())
if err != nil {
return err
}
canonicalModelPath := server.ParseModelPath(args[0])
for _, model := range models.Models {
if model.Name == canonicalModelPath.GetShortTagname() {
return RunGenerate(cmd, args)
name := args[0]
// check if the model exists on the server
_, err = client.Show(context.Background(), &api.ShowRequest{Name: name})
var statusError api.StatusError
switch {
case errors.As(err, &statusError) && statusError.StatusCode == http.StatusNotFound:
if err := PullHandler(cmd, args); err != nil {
return err
}
}
if err := PullHandler(cmd, args); err != nil {
case err != nil:
return err
}
@ -731,21 +729,6 @@ func RunServer(cmd *cobra.Command, _ []string) error {
origins = strings.Split(o, ",")
}
if noprune := os.Getenv("OLLAMA_NOPRUNE"); noprune == "" {
if err := server.PruneLayers(); err != nil {
return err
}
manifestsPath, err := server.GetManifestPath()
if err != nil {
return err
}
if err := server.PruneDirectory(manifestsPath); err != nil {
return err
}
}
return server.Serve(ln, origins)
}

View file

@ -45,9 +45,11 @@ Advanced parameters (optional):
- `system`: system prompt to (overrides what is defined in the `Modelfile`)
- `template`: the full prompt or prompt template (overrides what is defined in the `Modelfile`)
- `context`: the context parameter returned from a previous request to `/generate`, this can be used to keep a short conversational memory
- `stream`: if `false` the response will be be returned as a single response object, rather than a stream of objects
- `stream`: if `false` the response will be returned as a single response object, rather than a stream of objects
### Request
### Examples
#### Request
```shell
curl -X POST http://localhost:11434/api/generate -d '{
@ -56,9 +58,9 @@ curl -X POST http://localhost:11434/api/generate -d '{
}'
```
### Response
#### Response
A stream of JSON objects:
A stream of JSON objects is returned:
```json
{
@ -102,6 +104,38 @@ To calculate how fast the response is generated in tokens per second (token/s),
}
```
#### Request
```shell
curl -X POST http://localhost:11434/api/generate -d '{
"model": "llama2:7b",
"prompt": "Why is the sky blue?",
"stream": false
}'
```
#### Response
If `stream` is set to `false`, the response will be a single JSON object:
```json
{
"model": "llama2:7b",
"created_at": "2023-08-04T19:22:45.499127Z",
"response": "The sky is blue because it is the color of the sky.",
"context": [1, 2, 3],
"done": true,
"total_duration": 5589157167,
"load_duration": 3013701500,
"sample_count": 114,
"sample_duration": 81442000,
"prompt_eval_count": 46,
"prompt_eval_duration": 1160282000,
"eval_count": 13,
"eval_duration": 1325948000
}
```
## Create a Model
```shell
@ -114,9 +148,11 @@ Create a model from a [`Modelfile`](./modelfile.md)
- `name`: name of the model to create
- `path`: path to the Modelfile
- `stream`: (optional) if `false` the response will be be returned as a single response object, rather than a stream of objects
- `stream`: (optional) if `false` the response will be returned as a single response object, rather than a stream of objects
### Request
### Examples
#### Request
```shell
curl -X POST http://localhost:11434/api/create -d '{
@ -125,7 +161,7 @@ curl -X POST http://localhost:11434/api/create -d '{
}'
```
### Response
#### Response
A stream of JSON objects. When finished, `status` is `success`.
@ -143,13 +179,17 @@ GET /api/tags
List models that are available locally.
### Request
### Examples
#### Request
```shell
curl http://localhost:11434/api/tags
```
### Response
#### Response
A single JSON object will be returned.
```json
{
@ -180,7 +220,9 @@ Show details about a model including modelfile, template, parameters, license, a
- `name`: name of the model to show
### Request
### Examples
#### Request
```shell
curl http://localhost:11434/api/show -d '{
@ -188,7 +230,7 @@ curl http://localhost:11434/api/show -d '{
}'
```
### Response
#### Response
```json
{
@ -207,7 +249,9 @@ POST /api/copy
Copy a model. Creates a model with another name from an existing model.
### Request
### Examples
#### Request
```shell
curl http://localhost:11434/api/copy -d '{
@ -216,6 +260,10 @@ curl http://localhost:11434/api/copy -d '{
}'
```
#### Response
The only response is a 200 OK if successful.
## Delete a Model
```shell
@ -226,9 +274,11 @@ Delete a model and its data.
### Parameters
- `model`: model name to delete
- `name`: model name to delete
### Request
### Examples
#### Request
```shell
curl -X DELETE http://localhost:11434/api/delete -d '{
@ -236,6 +286,10 @@ curl -X DELETE http://localhost:11434/api/delete -d '{
}'
```
#### Response
If successful, the only response is a 200 OK.
## Pull a Model
```shell
@ -248,9 +302,11 @@ Download a model from the ollama library. Cancelled pulls are resumed from where
- `name`: name of the model to pull
- `insecure`: (optional) allow insecure connections to the library. Only use this if you are pulling from your own library during development.
- `stream`: (optional) if `false` the response will be be returned as a single response object, rather than a stream of objects
- `stream`: (optional) if `false` the response will be returned as a single response object, rather than a stream of objects
### Request
### Examples
#### Request
```shell
curl -X POST http://localhost:11434/api/pull -d '{
@ -258,13 +314,51 @@ curl -X POST http://localhost:11434/api/pull -d '{
}'
```
### Response
#### Response
If `stream` is not specified, or set to `true`, a stream of JSON objects is returned:
The first object is the manifest:
```json
{
"status": "pulling manifest"
}
```
Then there is a series of downloading responses. Until any of the download is completed, the `completed` key may not be included. The number of files to be downloaded depends on the number of layers specified in the manifest.
```json
{
"status": "downloading digestname",
"digest": "digestname",
"total": 2142590208
"total": 2142590208,
"completed": 241970
}
```
After all the files are downloaded, the final responses are:
```json
{
"status": "verifying sha256 digest"
}
{
"status": "writing manifest"
}
{
"status": "removing any unused layers"
}
{
"status": "success"
}
```
if `stream` is set to false, then the response is a single JSON object:
```json
{
"status": "success"
}
```
@ -280,9 +374,11 @@ Upload a model to a model library. Requires registering for ollama.ai and adding
- `name`: name of the model to push in the form of `<namespace>/<model>:<tag>`
- `insecure`: (optional) allow insecure connections to the library. Only use this if you are pushing to your library during development.
- `stream`: (optional) if `false` the response will be be returned as a single response object, rather than a stream of objects
- `stream`: (optional) if `false` the response will be returned as a single response object, rather than a stream of objects
### Request
### Examples
#### Request
```shell
curl -X POST http://localhost:11434/api/push -d '{
@ -290,9 +386,9 @@ curl -X POST http://localhost:11434/api/push -d '{
}'
```
### Response
#### Response
Streaming response that starts with:
If `stream` is not specified, or set to `true`, a stream of JSON objects is returned:
```json
{ "status": "retrieving manifest" }
@ -325,6 +421,12 @@ Finally, when the upload is complete:
{"status":"success"}
```
If `stream` is set to `false`, then the response is a single JSON object:
```json
{ "status": "success" }
```
## Generate Embeddings
```shell
@ -342,7 +444,9 @@ Advanced parameters:
- `options`: additional model parameters listed in the documentation for the [Modelfile](./modelfile.md#valid-parameters-and-values) such as `temperature`
### Request
### Examples
#### Request
```shell
curl -X POST http://localhost:11434/api/embeddings -d '{
@ -351,7 +455,7 @@ curl -X POST http://localhost:11434/api/embeddings -d '{
}'
```
### Response
#### Response
```json
{

View file

@ -185,7 +185,7 @@ python convert.py <path to model directory>
python convert-falcon-hf-to-gguf.py <path to model directory>
# GPTNeoXForCausalLM
python convert-falcon-hf-to-gguf.py <path to model directory>
python convert-gptneox-hf-to-gguf.py <path to model directory>
# GPTBigCodeForCausalLM
python convert-starcoder-hf-to-gguf.py <path to model directory>

View file

@ -6,7 +6,6 @@ PERSIST_DIRECTORY = os.environ.get('PERSIST_DIRECTORY', 'db')
# Define the Chroma settings
CHROMA_SETTINGS = Settings(
chroma_db_impl='duckdb+parquet',
persist_directory=PERSIST_DIRECTORY,
anonymized_telemetry=False
)

View file

@ -150,7 +150,7 @@ def main():
print("Creating new vectorstore")
texts = process_documents()
print(f"Creating embeddings. May take some minutes...")
db = Chroma.from_documents(texts, embeddings, persist_directory=persist_directory, client_settings=CHROMA_SETTINGS)
db = Chroma.from_documents(texts, embeddings, persist_directory=persist_directory)
db.persist()
db = None

View file

@ -4,6 +4,7 @@ from langchain.embeddings import HuggingFaceEmbeddings
from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
from langchain.vectorstores import Chroma
from langchain.llms import Ollama
import chromadb
import os
import argparse
import time
@ -22,7 +23,9 @@ def main():
# Parse the command line arguments
args = parse_arguments()
embeddings = HuggingFaceEmbeddings(model_name=embeddings_model_name)
db = Chroma(persist_directory=persist_directory, embedding_function=embeddings, client_settings=CHROMA_SETTINGS)
db = Chroma(persist_directory=persist_directory, embedding_function=embeddings)
retriever = db.as_retriever(search_kwargs={"k": target_source_chunks})
# activate/deactivate the streaming StdOut callback for LLMs
callbacks = [] if args.mute_stream else [StreamingStdOutCallbackHandler()]

File diff suppressed because it is too large Load diff

1
go.mod
View file

@ -11,7 +11,6 @@ require (
github.com/olekukonko/tablewriter v0.0.5
github.com/spf13/cobra v1.7.0
golang.org/x/sync v0.3.0
gonum.org/v1/gonum v0.14.0
)
require github.com/rivo/uniseg v0.2.0 // indirect

2
go.sum
View file

@ -140,8 +140,6 @@ golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k=
golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
gonum.org/v1/gonum v0.14.0 h1:2NiG67LD1tEH0D7kM+ps2V+fXmsAnpUeec7n8tcr4S0=
gonum.org/v1/gonum v0.14.0/go.mod h1:AoWeoz0becf9QMWtE8iWXNXc27fK4fNeHNf/oMejGfU=
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=

View file

@ -306,13 +306,19 @@ func newLlama(model string, adapters []string, runners []ModelRunner, numLayers
params := []string{
"--model", model,
"--ctx-size", fmt.Sprintf("%d", opts.NumCtx),
"--rope-freq-base", fmt.Sprintf("%f", opts.RopeFrequencyBase),
"--rope-freq-scale", fmt.Sprintf("%f", opts.RopeFrequencyScale),
"--batch-size", fmt.Sprintf("%d", opts.NumBatch),
"--n-gpu-layers", fmt.Sprintf("%d", numGPU),
"--embedding",
}
if opts.RopeFrequencyBase > 0 {
params = append(params, "--rope-freq-base", fmt.Sprintf("%f", opts.RopeFrequencyBase))
}
if opts.RopeFrequencyScale > 0 {
params = append(params, "--rope-freq-scale", fmt.Sprintf("%f", opts.RopeFrequencyScale))
}
if opts.NumGQA > 0 {
params = append(params, "--gqa", fmt.Sprintf("%d", opts.NumGQA))
}
@ -360,7 +366,15 @@ func newLlama(model string, adapters []string, runners []ModelRunner, numLayers
runner.Path,
append(params, "--port", strconv.Itoa(port))...,
)
cmd.Env = append(os.Environ(), fmt.Sprintf("LD_LIBRARY_PATH=%s", filepath.Dir(runner.Path)))
var libraryPaths []string
if libraryPath, ok := os.LookupEnv("LD_LIBRARY_PATH"); ok {
libraryPaths = append(libraryPaths, libraryPath)
}
libraryPaths = append(libraryPaths, filepath.Dir(runner.Path))
cmd.Env = append(os.Environ(), fmt.Sprintf("LD_LIBRARY_PATH=%s", strings.Join(libraryPaths, ":")))
cmd.Stdout = os.Stderr
statusWriter := NewStatusWriter()
cmd.Stderr = statusWriter

View file

@ -85,7 +85,10 @@ func New(workDir, model string, adapters []string, opts api.Options) (LLM, error
switch ggml.Name() {
case "gguf":
opts.NumGQA = 0 // TODO: remove this when llama.cpp runners differ enough to need separate newLlama functions
// TODO: gguf will load these options automatically from the model binary
opts.NumGQA = 0
opts.RopeFrequencyBase = 0.0
opts.RopeFrequencyScale = 0.0
return newLlama(model, adapters, chooseRunners(workDir, "gguf"), ggml.NumLayers(), opts)
case "ggml", "ggmf", "ggjt", "ggla":
return newLlama(model, adapters, chooseRunners(workDir, "ggml"), ggml.NumLayers(), opts)

View file

@ -2,6 +2,7 @@ package readline
import (
"fmt"
"os"
"github.com/emirpasic/gods/lists/arraylist"
"golang.org/x/term"
@ -17,7 +18,8 @@ type Buffer struct {
}
func NewBuffer(prompt *Prompt) (*Buffer, error) {
width, height, err := term.GetSize(0)
fd := int(os.Stdout.Fd())
width, height, err := term.GetSize(fd)
if err != nil {
fmt.Println("Error getting size:", err)
return nil, err

View file

@ -51,11 +51,12 @@ func (i *Instance) Readline() (string, error) {
}
fmt.Print(prompt)
termios, err := SetRawMode(syscall.Stdin)
fd := int(syscall.Stdin)
termios, err := SetRawMode(fd)
if err != nil {
return "", err
}
defer UnsetRawMode(syscall.Stdin, termios)
defer UnsetRawMode(fd, termios)
buf, _ := NewBuffer(i.Prompt)

View file

@ -1,4 +1,5 @@
//go:build darwin || freebsd || netbsd || openbsd
package readline
import (

View file

@ -1,4 +1,5 @@
//go:build linux || solaris
package readline
import (

62
readline/term_windows.go Normal file
View file

@ -0,0 +1,62 @@
package readline
import (
"syscall"
"unsafe"
)
const (
enableLineInput = 2
enableWindowInput = 8
enableMouseInput = 16
enableInsertMode = 32
enableQuickEditMode = 64
enableExtendedFlags = 128
enableProcessedOutput = 1
enableWrapAtEolOutput = 2
enableAutoPosition = 256 // Cursor position is not affected by writing data to the console.
enableEchoInput = 4 // Characters are written to the console as they're read.
enableProcessedInput = 1 // Enables input processing (like recognizing Ctrl+C).
)
var kernel32 = syscall.NewLazyDLL("kernel32.dll")
var (
procGetConsoleMode = kernel32.NewProc("GetConsoleMode")
procSetConsoleMode = kernel32.NewProc("SetConsoleMode")
)
type State struct {
mode uint32
}
// IsTerminal checks if the given file descriptor is associated with a terminal
func IsTerminal(fd int) bool {
var st uint32
r, _, e := syscall.SyscallN(procGetConsoleMode.Addr(), uintptr(fd), uintptr(unsafe.Pointer(&st)), 0)
// if the call succeeds and doesn't produce an error, it's a terminal
return r != 0 && e == 0
}
func SetRawMode(fd int) (*State, error) {
var st uint32
// retrieve the current mode of the terminal
_, _, e := syscall.SyscallN(procGetConsoleMode.Addr(), uintptr(fd), uintptr(unsafe.Pointer(&st)), 0)
if e != 0 {
return nil, error(e)
}
// modify the mode to set it to raw
raw := st &^ (enableEchoInput | enableProcessedInput | enableLineInput | enableProcessedOutput)
// apply the new mode to the terminal
_, _, e = syscall.SyscallN(procSetConsoleMode.Addr(), uintptr(fd), uintptr(raw), 0)
if e != 0 {
return nil, error(e)
}
// return the original state so that it can be restored later
return &State{st}, nil
}
func UnsetRawMode(fd int, state *State) error {
_, _, err := syscall.SyscallN(procSetConsoleMode.Addr(), uintptr(fd), uintptr(state.mode), 0)
return err
}

View file

@ -63,7 +63,10 @@ status "Installing ollama to $BINDIR..."
$SUDO install -o0 -g0 -m755 -d $BINDIR
$SUDO install -o0 -g0 -m755 $TEMP_DIR/ollama $BINDIR/ollama
install_success() { status 'Install complete. Run "ollama" from the command line.'; }
install_success() {
status 'The Ollama API is now available at 0.0.0.0:11434.'
status 'Install complete. Run "ollama" from the command line.'
}
trap install_success EXIT
# Everything from this point onwards is optional.
@ -130,6 +133,7 @@ if check_gpu nvidia-smi; then
fi
if ! check_gpu lspci && ! check_gpu lshw; then
install_success
warning "No NVIDIA GPU detected. Ollama will run in CPU-only mode."
exit 0
fi

View file

@ -91,7 +91,7 @@ func getAuthToken(ctx context.Context, redirData AuthRedirect) (string, error) {
}
s := SignatureData{
Method: "GET",
Method: http.MethodGet,
Path: redirectURL.String(),
Data: nil,
}
@ -103,7 +103,7 @@ func getAuthToken(ctx context.Context, redirData AuthRedirect) (string, error) {
headers := make(http.Header)
headers.Set("Authorization", sig)
resp, err := makeRequest(ctx, "GET", redirectURL, headers, nil, nil)
resp, err := makeRequest(ctx, http.MethodGet, redirectURL, headers, nil, nil)
if err != nil {
log.Printf("couldn't get token: %q", err)
return "", err

View file

@ -89,17 +89,12 @@ func (b *blobDownload) Prepare(ctx context.Context, requestURL *url.URL, opts *R
}
if len(b.Parts) == 0 {
resp, err := makeRequest(ctx, "HEAD", requestURL, nil, nil, opts)
resp, err := makeRequestWithRetry(ctx, http.MethodHead, requestURL, nil, nil, opts)
if err != nil {
return err
}
defer resp.Body.Close()
if resp.StatusCode >= http.StatusBadRequest {
body, _ := io.ReadAll(resp.Body)
return fmt.Errorf("registry responded with code %d: %v", resp.StatusCode, string(body))
}
b.Total, _ = strconv.ParseInt(resp.Header.Get("Content-Length"), 10, 64)
var size = b.Total / numDownloadParts
@ -134,7 +129,6 @@ func (b *blobDownload) Run(ctx context.Context, requestURL *url.URL, opts *Regis
func (b *blobDownload) run(ctx context.Context, requestURL *url.URL, opts *RegistryOptions) error {
defer blobDownloadManager.Delete(b.Digest)
ctx, b.CancelFunc = context.WithCancel(ctx)
file, err := os.OpenFile(b.Name+"-partial", os.O_CREATE|os.O_RDWR, 0644)
@ -170,7 +164,7 @@ func (b *blobDownload) run(ctx context.Context, requestURL *url.URL, opts *Regis
}
}
return errors.New("max retries exceeded")
return errMaxRetriesExceeded
})
}
@ -200,7 +194,7 @@ func (b *blobDownload) run(ctx context.Context, requestURL *url.URL, opts *Regis
func (b *blobDownload) downloadChunk(ctx context.Context, requestURL *url.URL, w io.Writer, part *blobDownloadPart, opts *RegistryOptions) error {
headers := make(http.Header)
headers.Set("Range", fmt.Sprintf("bytes=%d-%d", part.StartsAt(), part.StopsAt()-1))
resp, err := makeRequest(ctx, "GET", requestURL, headers, nil, opts)
resp, err := makeRequestWithRetry(ctx, http.MethodGet, requestURL, headers, nil, opts)
if err != nil {
return err
}
@ -308,6 +302,8 @@ type downloadOpts struct {
const maxRetries = 3
var errMaxRetriesExceeded = errors.New("max retries exceeded")
// downloadBlob downloads a blob from the registry and stores it in the blobs directory
func downloadBlob(ctx context.Context, opts downloadOpts) error {
fp, err := GetBlobsPath(opts.digest)

View file

@ -63,15 +63,11 @@ func (m *Model) Prompt(request api.GenerateRequest) (string, error) {
First bool
System string
Prompt string
// deprecated: versions <= 0.0.7 used this to omit the system prompt
Context []int
}
vars.First = len(request.Context) == 0
vars.System = m.System
vars.Prompt = request.Prompt
vars.Context = request.Context
if request.System != "" {
vars.System = request.System
@ -981,46 +977,7 @@ func PushModel(ctx context.Context, name string, regOpts *RegistryOptions, fn fu
layers = append(layers, &manifest.Config)
for _, layer := range layers {
exists, err := checkBlobExistence(ctx, mp, layer.Digest, regOpts)
if err != nil {
return err
}
if exists {
fn(api.ProgressResponse{
Status: "using existing layer",
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
log.Printf("Layer %s already exists", layer.Digest)
continue
}
fn(api.ProgressResponse{
Status: "starting upload",
Digest: layer.Digest,
Total: layer.Size,
})
location, chunkSize, err := startUpload(ctx, mp, layer, regOpts)
if err != nil {
log.Printf("couldn't start upload: %v", err)
return err
}
if strings.HasPrefix(filepath.Base(location.Path), "sha256:") {
layer.Digest = filepath.Base(location.Path)
fn(api.ProgressResponse{
Status: "using existing layer",
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
continue
}
if err := uploadBlob(ctx, location, layer, chunkSize, regOpts, fn); err != nil {
if err := uploadBlob(ctx, mp, layer, regOpts, fn); err != nil {
log.Printf("error uploading blob: %v", err)
return err
}
@ -1037,7 +994,7 @@ func PushModel(ctx context.Context, name string, regOpts *RegistryOptions, fn fu
headers := make(http.Header)
headers.Set("Content-Type", "application/vnd.docker.distribution.manifest.v2+json")
resp, err := makeRequestWithRetry(ctx, "PUT", requestURL, headers, bytes.NewReader(manifestJSON), regOpts)
resp, err := makeRequestWithRetry(ctx, http.MethodPut, requestURL, headers, bytes.NewReader(manifestJSON), regOpts)
if err != nil {
return err
}
@ -1159,22 +1116,12 @@ func pullModelManifest(ctx context.Context, mp ModelPath, regOpts *RegistryOptio
headers := make(http.Header)
headers.Set("Accept", "application/vnd.docker.distribution.manifest.v2+json")
resp, err := makeRequest(ctx, "GET", requestURL, headers, nil, regOpts)
resp, err := makeRequestWithRetry(ctx, http.MethodGet, requestURL, headers, nil, regOpts)
if err != nil {
log.Printf("couldn't get manifest: %v", err)
return nil, err
}
defer resp.Body.Close()
if resp.StatusCode >= http.StatusBadRequest {
if resp.StatusCode == http.StatusNotFound {
return nil, fmt.Errorf("model not found")
}
body, _ := io.ReadAll(resp.Body)
return nil, fmt.Errorf("on pull registry responded with code %d: %s", resp.StatusCode, body)
}
var m *ManifestV2
if err := json.NewDecoder(resp.Body).Decode(&m); err != nil {
return nil, err
@ -1218,24 +1165,7 @@ func GetSHA256Digest(r io.Reader) (string, int64) {
return fmt.Sprintf("sha256:%x", h.Sum(nil)), n
}
// Function to check if a blob already exists in the Docker registry
func checkBlobExistence(ctx context.Context, mp ModelPath, digest string, regOpts *RegistryOptions) (bool, error) {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs", digest)
resp, err := makeRequest(ctx, "HEAD", requestURL, nil, nil, regOpts)
if err != nil {
log.Printf("couldn't check for blob: %v", err)
return false, err
}
defer resp.Body.Close()
// Check for success: If the blob exists, the Docker registry will respond with a 200 OK
return resp.StatusCode < http.StatusBadRequest, nil
}
func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.URL, headers http.Header, body io.ReadSeeker, regOpts *RegistryOptions) (*http.Response, error) {
var status string
for try := 0; try < maxRetries; try++ {
resp, err := makeRequest(ctx, method, requestURL, headers, body, regOpts)
if err != nil {
@ -1243,8 +1173,6 @@ func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.UR
return nil, err
}
status = resp.Status
switch {
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
@ -1256,21 +1184,25 @@ func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.UR
regOpts.Token = token
if body != nil {
if _, err := body.Seek(0, io.SeekStart); err != nil {
return nil, err
}
body.Seek(0, io.SeekStart)
}
continue
case resp.StatusCode == http.StatusNotFound:
return nil, os.ErrNotExist
case resp.StatusCode >= http.StatusBadRequest:
body, _ := io.ReadAll(resp.Body)
return nil, fmt.Errorf("on upload registry responded with code %d: %s", resp.StatusCode, body)
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("%d: %s", resp.StatusCode, err)
}
return nil, fmt.Errorf("%d: %s", resp.StatusCode, body)
default:
return resp, nil
}
}
return nil, fmt.Errorf("max retry exceeded: %v", status)
return nil, errMaxRetriesExceeded
}
func makeRequest(ctx context.Context, method string, requestURL *url.URL, headers http.Header, body io.Reader, regOpts *RegistryOptions) (*http.Response, error) {

View file

@ -365,7 +365,9 @@ func PushModelHandler(c *gin.Context) {
Insecure: req.Insecure,
}
ctx := context.Background()
ctx, cancel := context.WithCancel(c.Request.Context())
defer cancel()
if err := PushModel(ctx, req.Name, regOpts, fn); err != nil {
ch <- gin.H{"error": err.Error()}
}
@ -614,6 +616,22 @@ var defaultAllowOrigins = []string{
}
func Serve(ln net.Listener, allowOrigins []string) error {
if noprune := os.Getenv("OLLAMA_NOPRUNE"); noprune == "" {
// clean up unused layers and manifests
if err := PruneLayers(); err != nil {
return err
}
manifestsPath, err := GetManifestPath()
if err != nil {
return err
}
if err := PruneDirectory(manifestsPath); err != nil {
return err
}
}
config := cors.DefaultConfig()
config.AllowWildcard = true
@ -679,7 +697,7 @@ func Serve(ln net.Listener, allowOrigins []string) error {
if runtime.GOOS == "linux" {
// check compatibility to log warnings
if _, err := llm.CheckVRAM(); err != nil {
log.Printf("Warning: GPU support may not enabled, check you have installed install GPU drivers: %v", err)
log.Printf("Warning: GPU support may not be enabled, check you have installed GPU drivers: %v", err)
}
}

View file

@ -2,218 +2,367 @@ package server
import (
"context"
"crypto/md5"
"errors"
"fmt"
"hash"
"io"
"log"
"net/http"
"net/url"
"os"
"strconv"
"strings"
"sync"
"sync/atomic"
"time"
"github.com/jmorganca/ollama/api"
"github.com/jmorganca/ollama/format"
"golang.org/x/sync/errgroup"
)
var blobUploadManager sync.Map
type blobUpload struct {
*Layer
Total int64
Completed atomic.Int64
Parts []blobUploadPart
nextURL chan *url.URL
context.CancelFunc
done bool
err error
references atomic.Int32
}
type blobUploadPart struct {
// N is the part number
N int
Offset int64
Size int64
hash.Hash
}
const (
redirectChunkSize int64 = 1024 * 1024 * 1024
regularChunkSize int64 = 95 * 1024 * 1024
numUploadParts = 64
minUploadPartSize int64 = 95 * 1000 * 1000
maxUploadPartSize int64 = 1000 * 1000 * 1000
)
func startUpload(ctx context.Context, mp ModelPath, layer *Layer, regOpts *RegistryOptions) (*url.URL, int64, error) {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs/uploads/")
if layer.From != "" {
func (b *blobUpload) Prepare(ctx context.Context, requestURL *url.URL, opts *RegistryOptions) error {
p, err := GetBlobsPath(b.Digest)
if err != nil {
return err
}
if b.From != "" {
values := requestURL.Query()
values.Add("mount", layer.Digest)
values.Add("from", layer.From)
values.Add("mount", b.Digest)
values.Add("from", b.From)
requestURL.RawQuery = values.Encode()
}
resp, err := makeRequestWithRetry(ctx, "POST", requestURL, nil, nil, regOpts)
resp, err := makeRequestWithRetry(ctx, http.MethodPost, requestURL, nil, nil, opts)
if err != nil {
log.Printf("couldn't start upload: %v", err)
return nil, 0, err
return err
}
defer resp.Body.Close()
location := resp.Header.Get("Docker-Upload-Location")
chunkSize := redirectChunkSize
if location == "" {
location = resp.Header.Get("Location")
chunkSize = regularChunkSize
}
locationURL, err := url.Parse(location)
fi, err := os.Stat(p)
if err != nil {
return nil, 0, err
return err
}
return locationURL, chunkSize, nil
b.Total = fi.Size()
var size = b.Total / numUploadParts
switch {
case size < minUploadPartSize:
size = minUploadPartSize
case size > maxUploadPartSize:
size = maxUploadPartSize
}
var offset int64
for offset < fi.Size() {
if offset+size > fi.Size() {
size = fi.Size() - offset
}
// set part.N to the current number of parts
b.Parts = append(b.Parts, blobUploadPart{N: len(b.Parts), Offset: offset, Size: size, Hash: md5.New()})
offset += size
}
log.Printf("uploading %s in %d %s part(s)", b.Digest[7:19], len(b.Parts), format.HumanBytes(b.Parts[0].Size))
requestURL, err = url.Parse(location)
if err != nil {
return err
}
b.nextURL = make(chan *url.URL, 1)
b.nextURL <- requestURL
return nil
}
func uploadBlob(ctx context.Context, requestURL *url.URL, layer *Layer, chunkSize int64, regOpts *RegistryOptions, fn func(api.ProgressResponse)) error {
// TODO allow resumability
// TODO allow canceling uploads via DELETE
// Run uploads blob parts to the upstream. If the upstream supports redirection, parts will be uploaded
// in parallel as defined by Prepare. Otherwise, parts will be uploaded serially. Run sets b.err on error.
func (b *blobUpload) Run(ctx context.Context, opts *RegistryOptions) {
defer blobUploadManager.Delete(b.Digest)
ctx, b.CancelFunc = context.WithCancel(ctx)
fp, err := GetBlobsPath(layer.Digest)
p, err := GetBlobsPath(b.Digest)
if err != nil {
return err
b.err = err
return
}
f, err := os.Open(fp)
f, err := os.Open(p)
if err != nil {
return err
b.err = err
return
}
defer f.Close()
pw := ProgressWriter{
status: fmt.Sprintf("uploading %s", layer.Digest),
digest: layer.Digest,
total: layer.Size,
fn: fn,
}
g, inner := errgroup.WithContext(ctx)
g.SetLimit(numUploadParts)
for i := range b.Parts {
part := &b.Parts[i]
select {
case <-inner.Done():
case requestURL := <-b.nextURL:
g.Go(func() error {
for try := 0; try < maxRetries; try++ {
r := io.NewSectionReader(f, part.Offset, part.Size)
err := b.uploadChunk(inner, http.MethodPatch, requestURL, r, part, opts)
switch {
case errors.Is(err, context.Canceled):
return err
case errors.Is(err, errMaxRetriesExceeded):
return err
case err != nil:
log.Printf("%s part %d attempt %d failed: %v, retrying", b.Digest[7:19], part.N, try, err)
continue
}
for offset := int64(0); offset < layer.Size; {
chunk := layer.Size - offset
if chunk > chunkSize {
chunk = chunkSize
}
return nil
}
resp, err := uploadBlobChunk(ctx, http.MethodPatch, requestURL, f, offset, chunk, regOpts, &pw)
if err != nil {
fn(api.ProgressResponse{
Status: fmt.Sprintf("error uploading chunk: %v", err),
Digest: layer.Digest,
Total: layer.Size,
Completed: offset,
return errMaxRetriesExceeded
})
return err
}
offset += chunk
location := resp.Header.Get("Docker-Upload-Location")
if location == "" {
location = resp.Header.Get("Location")
}
requestURL, err = url.Parse(location)
if err != nil {
return err
}
}
if err := g.Wait(); err != nil {
b.err = err
return
}
requestURL := <-b.nextURL
var sb strings.Builder
for _, part := range b.Parts {
sb.Write(part.Sum(nil))
}
md5sum := md5.Sum([]byte(sb.String()))
values := requestURL.Query()
values.Add("digest", layer.Digest)
values.Add("digest", b.Digest)
values.Add("etag", fmt.Sprintf("%x-%d", md5sum, len(b.Parts)))
requestURL.RawQuery = values.Encode()
headers := make(http.Header)
headers.Set("Content-Type", "application/octet-stream")
headers.Set("Content-Length", "0")
// finish the upload
resp, err := makeRequest(ctx, "PUT", requestURL, headers, nil, regOpts)
resp, err := makeRequestWithRetry(ctx, http.MethodPut, requestURL, headers, nil, opts)
if err != nil {
b.err = err
return
}
defer resp.Body.Close()
b.done = true
}
func (b *blobUpload) uploadChunk(ctx context.Context, method string, requestURL *url.URL, rs io.ReadSeeker, part *blobUploadPart, opts *RegistryOptions) error {
headers := make(http.Header)
headers.Set("Content-Type", "application/octet-stream")
headers.Set("Content-Length", fmt.Sprintf("%d", part.Size))
headers.Set("X-Redirect-Uploads", "1")
if method == http.MethodPatch {
headers.Set("Content-Range", fmt.Sprintf("%d-%d", part.Offset, part.Offset+part.Size-1))
}
buw := blobUploadWriter{blobUpload: b}
resp, err := makeRequest(ctx, method, requestURL, headers, io.TeeReader(rs, io.MultiWriter(&buw, part.Hash)), opts)
if err != nil {
log.Printf("couldn't finish upload: %v", err)
return err
}
defer resp.Body.Close()
if resp.StatusCode >= http.StatusBadRequest {
body, _ := io.ReadAll(resp.Body)
return fmt.Errorf("on finish upload registry responded with code %d: %v", resp.StatusCode, string(body))
}
return nil
}
func uploadBlobChunk(ctx context.Context, method string, requestURL *url.URL, r io.ReaderAt, offset, limit int64, opts *RegistryOptions, pw *ProgressWriter) (*http.Response, error) {
sectionReader := io.NewSectionReader(r, offset, limit)
headers := make(http.Header)
headers.Set("Content-Type", "application/octet-stream")
headers.Set("Content-Length", strconv.Itoa(int(limit)))
headers.Set("X-Redirect-Uploads", "1")
if method == http.MethodPatch {
headers.Set("Content-Range", fmt.Sprintf("%d-%d", offset, offset+sectionReader.Size()-1))
location := resp.Header.Get("Docker-Upload-Location")
if location == "" {
location = resp.Header.Get("Location")
}
for try := 0; try < maxRetries; try++ {
resp, err := makeRequest(ctx, method, requestURL, headers, io.TeeReader(sectionReader, pw), opts)
if err != nil && !errors.Is(err, io.EOF) {
return nil, err
nextURL, err := url.Parse(location)
if err != nil {
return err
}
switch {
case resp.StatusCode == http.StatusTemporaryRedirect:
b.nextURL <- nextURL
redirectURL, err := resp.Location()
if err != nil {
return err
}
defer resp.Body.Close()
switch {
case resp.StatusCode == http.StatusTemporaryRedirect:
location, err := resp.Location()
if err != nil {
return nil, err
}
pw.completed = offset
if _, err := uploadBlobChunk(ctx, http.MethodPut, location, r, offset, limit, nil, pw); err != nil {
// retry
log.Printf("retrying redirected upload: %v", err)
for try := 0; try < maxRetries; try++ {
rs.Seek(0, io.SeekStart)
b.Completed.Add(-buw.written)
buw.written = 0
part.Hash = md5.New()
err := b.uploadChunk(ctx, http.MethodPut, redirectURL, rs, part, nil)
switch {
case errors.Is(err, context.Canceled):
return err
case errors.Is(err, errMaxRetriesExceeded):
return err
case err != nil:
log.Printf("%s part %d attempt %d failed: %v, retrying", b.Digest[7:19], part.N, try, err)
continue
}
return resp, nil
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
authRedir := ParseAuthRedirectString(auth)
token, err := getAuthToken(ctx, authRedir)
if err != nil {
return nil, err
}
opts.Token = token
pw.completed = offset
sectionReader = io.NewSectionReader(r, offset, limit)
continue
case resp.StatusCode >= http.StatusBadRequest:
body, _ := io.ReadAll(resp.Body)
return nil, fmt.Errorf("on upload registry responded with code %d: %s", resp.StatusCode, body)
return nil
}
return resp, nil
return errMaxRetriesExceeded
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
authRedir := ParseAuthRedirectString(auth)
token, err := getAuthToken(ctx, authRedir)
if err != nil {
return err
}
opts.Token = token
fallthrough
case resp.StatusCode >= http.StatusBadRequest:
body, err := io.ReadAll(resp.Body)
if err != nil {
return err
}
rs.Seek(0, io.SeekStart)
b.Completed.Add(-buw.written)
buw.written = 0
return fmt.Errorf("http status %d %s: %s", resp.StatusCode, resp.Status, body)
}
return nil, fmt.Errorf("max retries exceeded")
if method == http.MethodPatch {
b.nextURL <- nextURL
}
return nil
}
type ProgressWriter struct {
status string
digest string
bucket int64
completed int64
total int64
fn func(api.ProgressResponse)
mu sync.Mutex
func (b *blobUpload) acquire() {
b.references.Add(1)
}
func (pw *ProgressWriter) Write(b []byte) (int, error) {
pw.mu.Lock()
defer pw.mu.Unlock()
func (b *blobUpload) release() {
if b.references.Add(-1) == 0 {
b.CancelFunc()
}
}
n := len(b)
pw.bucket += int64(n)
func (b *blobUpload) Wait(ctx context.Context, fn func(api.ProgressResponse)) error {
b.acquire()
defer b.release()
// throttle status updates to not spam the client
if pw.bucket >= 1024*1024 || pw.completed+pw.bucket >= pw.total {
pw.completed += pw.bucket
pw.fn(api.ProgressResponse{
Status: pw.status,
Digest: pw.digest,
Total: pw.total,
Completed: pw.completed,
ticker := time.NewTicker(60 * time.Millisecond)
for {
select {
case <-ticker.C:
case <-ctx.Done():
return ctx.Err()
}
fn(api.ProgressResponse{
Status: fmt.Sprintf("uploading %s", b.Digest),
Digest: b.Digest,
Total: b.Total,
Completed: b.Completed.Load(),
})
pw.bucket = 0
if b.done || b.err != nil {
return b.err
}
}
}
type blobUploadWriter struct {
written int64
*blobUpload
}
func (b *blobUploadWriter) Write(p []byte) (n int, err error) {
n = len(p)
b.written += int64(n)
b.Completed.Add(int64(n))
return n, nil
}
func uploadBlob(ctx context.Context, mp ModelPath, layer *Layer, opts *RegistryOptions, fn func(api.ProgressResponse)) error {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs", layer.Digest)
resp, err := makeRequestWithRetry(ctx, http.MethodHead, requestURL, nil, nil, opts)
switch {
case errors.Is(err, os.ErrNotExist):
case err != nil:
return err
default:
defer resp.Body.Close()
fn(api.ProgressResponse{
Status: fmt.Sprintf("uploading %s", layer.Digest),
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
return nil
}
data, ok := blobUploadManager.LoadOrStore(layer.Digest, &blobUpload{Layer: layer})
upload := data.(*blobUpload)
if !ok {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs/uploads/")
if err := upload.Prepare(ctx, requestURL, opts); err != nil {
blobUploadManager.Delete(layer.Digest)
return err
}
go upload.Run(context.Background(), opts)
}
return upload.Wait(ctx, fn)
}