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9 Commits

Author SHA1 Message Date
Benson Wong a533aec736 small tweak to example config 2025-09-01 21:26:58 -07:00
Brett Profitt 97b17fc47d Add ${MODEL_ID} macro (#226)
The automatic ${MODEL_ID} macro includes the name of the model and can be used in Cmd and CmdStop.
2025-09-01 21:21:37 -07:00
Benson Wong 2457840698 Update README.md [skip ci] 2025-08-28 23:44:37 -07:00
Benson Wong 7f55494151 Update README.md [skip ci] 2025-08-28 22:47:28 -07:00
Benson Wong 831a90d3b0 Add different timeout scenarios to Process.checkHealthEndpoint #276 (#278)
- add a TCP connection timeout of 500ms
- increase HTTP client timeout to 5000ms

In this new behaviour the upstream has 500ms to accept a tcp connection
and 5000ms to respond to the HTTP request.
2025-08-28 22:03:14 -07:00
Yandrik 977f1856bb add /completion endpoint (#275)
* feat: add /completion endpoint
* chore: reformat using gofmt
2025-08-28 21:41:02 -07:00
Benson Wong 52b329f7bc Fix #277 race condition in ProcessGroup.ProxyRequest when swap=true 2025-08-28 21:38:40 -07:00
Benson Wong 57803fd3aa Support llama-server's /infill endpoint (#272)
Add support for llama-server's /infill endpoint and metrics gathering on the Activities page.
2025-08-27 08:36:05 -07:00
Benson Wong c55d0cc842 Add docs for model.concurrencyLimit #263 [skip ci] 2025-08-22 16:08:37 -07:00
11 changed files with 201 additions and 51 deletions
+8 -2
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@@ -7,7 +7,7 @@
llama-swap is a light weight, transparent proxy server that provides automatic model swapping to llama.cpp's server.
Written in golang, it is very easy to install (single binary with no dependencies) and configure (single yaml file). To get started, download a pre-built binary or use the provided docker images.
Written in golang, it is very easy to install (single binary with no dependencies) and configure (single yaml file). To get started, download a pre-built binary, a provided docker images or Homebrew.
## Features:
@@ -18,9 +18,12 @@ Written in golang, it is very easy to install (single binary with no dependencie
- `v1/completions`
- `v1/chat/completions`
- `v1/embeddings`
- `v1/rerank`, `v1/reranking`, `rerank`
- `v1/audio/speech` ([#36](https://github.com/mostlygeek/llama-swap/issues/36))
- `v1/audio/transcriptions` ([docs](https://github.com/mostlygeek/llama-swap/issues/41#issuecomment-2722637867))
- ✅ llama-server (llama.cpp) supported endpoints:
- `v1/rerank`, `v1/reranking`, `/rerank`
- `/infill` - for code infilling
- `/completion` - for completion endpoint
- ✅ llama-swap custom API endpoints
- `/ui` - web UI
- `/log` - remote log monitoring
@@ -204,4 +207,7 @@ For Python based inference servers like vllm or tabbyAPI it is recommended to ru
## Star History
> [!NOTE]
> ⭐️ Star this project to help others discover it!
[![Star History Chart](https://api.star-history.com/svg?repos=mostlygeek/llama-swap&type=Date)](https://www.star-history.com/#mostlygeek/llama-swap&Date)
+15 -6
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@@ -49,8 +49,8 @@ macros:
# - required
# - each key is the model's ID, used in API requests
# - model settings have default values that are used if they are not defined here
# - below are examples of the various settings a model can have:
# - available model settings: env, cmd, cmdStop, proxy, aliases, checkEndpoint, ttl, unlisted
# - the model's ID is available in the ${MODEL_ID} macro, also available in macros defined above
# - below are examples of the all the settings a model can have
models:
# keys are the model names used in API requests
@@ -129,6 +129,15 @@ models:
# - recommended to stick to sampling parameters
strip_params: "temperature, top_p, top_k"
# concurrencyLimit: overrides the allowed number of active parallel requests to a model
# - optional, default: 0
# - useful for limiting the number of active parallel requests a model can process
# - must be set per model
# - any number greater than 0 will override the internal default value of 10
# - any requests that exceeds the limit will receive an HTTP 429 Too Many Requests response
# - recommended to be omitted and the default used
concurrencyLimit: 0
# Unlisted model example:
"qwen-unlisted":
# unlisted: boolean, true or false
@@ -139,12 +148,12 @@ models:
cmd: llama-server --port ${PORT} -m Llama-3.2-1B-Instruct-Q4_K_M.gguf -ngl 0
# Docker example:
# container run times like Docker and Podman can be used reliably with a
# a combination of cmd and cmdStop.
# container runtimes like Docker and Podman can be used reliably with
# a combination of cmd, cmdStop, and ${MODEL_ID}
"docker-llama":
proxy: "http://127.0.0.1:${PORT}"
cmd: |
docker run --name dockertest
docker run --name ${MODEL_ID}
--init --rm -p ${PORT}:8080 -v /mnt/nvme/models:/models
ghcr.io/ggml-org/llama.cpp:server
--model '/models/Qwen2.5-Coder-0.5B-Instruct-Q4_K_M.gguf'
@@ -158,7 +167,7 @@ models:
# - on POSIX systems: a SIGTERM signal is sent
# - on Windows, calls taskkill to stop the process
# - processes have 5 seconds to shutdown until forceful termination is attempted
cmdStop: docker stop dockertest
cmdStop: docker stop ${MODEL_ID}
# groups: a dictionary of group settings
# - optional, default: empty dictionary
+13
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@@ -153,6 +153,19 @@ func main() {
})
// llama-server compatibility: /completion
r.POST("/completion", func(c *gin.Context) {
c.Header("Content-Type", "application/json")
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
})
})
// issue #41
r.POST("/v1/audio/transcriptions", func(c *gin.Context) {
// Parse the multipart form
+7 -1
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@@ -237,7 +237,7 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
- name must fit the regex ^[a-zA-Z0-9_-]+$
- names must be less than 64 characters (no reason, just cause)
- name can not be any reserved macros: PORT
- name can not be any reserved macros: PORT, MODEL_ID
- macro values must be less than 1024 characters
*/
macroNameRegex := regexp.MustCompile(`^[a-zA-Z0-9_-]+$`)
@@ -253,6 +253,7 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
}
switch macroName {
case "PORT":
case "MODEL_ID":
return Config{}, fmt.Errorf("macro name '%s' is reserved and cannot be used", macroName)
}
}
@@ -296,6 +297,11 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
nextPort++
}
if strings.Contains(modelConfig.Cmd, "${MODEL_ID}") || strings.Contains(modelConfig.CmdStop, "${MODEL_ID}") {
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, "${MODEL_ID}", modelId)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, "${MODEL_ID}", modelId)
}
// make sure there are no unknown macros that have not been replaced
macroPattern := regexp.MustCompile(`\$\{([a-zA-Z0-9_-]+)\}`)
fieldMap := map[string]string{
+41
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@@ -440,3 +440,44 @@ models:
expectedCmd := "/user/llama.cpp/build/bin/llama-server --port 9990 --model /path/to/model.gguf -ngl 99"
assert.Equal(t, expectedCmd, cmdStr, "Final command does not match expected structure")
}
func TestConfig_MacroModelId(t *testing.T) {
content := `
startPort: 9000
macros:
"docker-llama": docker run --name ${MODEL_ID} -p ${PORT}:8080 docker_img
"docker-stop": docker stop ${MODEL_ID}
models:
model1:
cmd: /path/to/server -p ${PORT} -hf ${MODEL_ID}
model2:
cmd: ${docker-llama}
cmdStop: ${docker-stop}
author/model:F16:
cmd: /path/to/server -p ${PORT} -hf ${MODEL_ID}
cmdStop: stop
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
sanitizedCmd, err := SanitizeCommand(config.Models["model1"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "/path/to/server -p 9001 -hf model1", strings.Join(sanitizedCmd, " "))
assert.Equal(t, "docker stop ${MODEL_ID}", config.Macros["docker-stop"])
sanitizedCmd2, err := SanitizeCommand(config.Models["model2"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "docker run --name model2 -p 9002:8080 docker_img", strings.Join(sanitizedCmd2, " "))
sanitizedCmdStop, err := SanitizeCommand(config.Models["model2"].CmdStop)
assert.NoError(t, err)
assert.Equal(t, "docker stop model2", strings.Join(sanitizedCmdStop, " "))
sanitizedCmd3, err := SanitizeCommand(config.Models["author/model:F16"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "/path/to/server -p 9000 -hf author/model:F16", strings.Join(sanitizedCmd3, " "))
}
+28 -22
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@@ -5,12 +5,20 @@ import (
"fmt"
"io"
"net/http"
"strings"
"time"
"github.com/gin-gonic/gin"
"github.com/tidwall/gjson"
)
type MetricsRecorder struct {
metricsMonitor *MetricsMonitor
realModelName string
// isStreaming bool
startTime time.Time
}
// MetricsMiddleware sets up the MetricsResponseWriter for capturing upstream requests
func MetricsMiddleware(pm *ProxyManager) gin.HandlerFunc {
return func(c *gin.Context) {
@@ -41,49 +49,47 @@ func MetricsMiddleware(pm *ProxyManager) gin.HandlerFunc {
metricsRecorder: &MetricsRecorder{
metricsMonitor: pm.metricsMonitor,
realModelName: realModelName,
isStreaming: gjson.GetBytes(bodyBytes, "stream").Bool(),
startTime: time.Now(),
},
}
c.Writer = writer
c.Next()
rec := writer.metricsRecorder
rec.processBody(writer.body)
}
}
// check for streaming response
if strings.Contains(c.Writer.Header().Get("Content-Type"), "text/event-stream") {
writer.metricsRecorder.processStreamingResponse(writer.body)
} else {
writer.metricsRecorder.processNonStreamingResponse(writer.body)
}
type MetricsRecorder struct {
metricsMonitor *MetricsMonitor
realModelName string
isStreaming bool
startTime time.Time
}
// processBody handles response processing after request completes
func (rec *MetricsRecorder) processBody(body []byte) {
if rec.isStreaming {
rec.processStreamingResponse(body)
} else {
rec.processNonStreamingResponse(body)
}
}
func (rec *MetricsRecorder) parseAndRecordMetrics(jsonData gjson.Result) bool {
usage := jsonData.Get("usage")
if !usage.Exists() {
timings := jsonData.Get("timings")
if !usage.Exists() && !timings.Exists() {
return false
}
// default values
outputTokens := int(jsonData.Get("usage.completion_tokens").Int())
inputTokens := int(jsonData.Get("usage.prompt_tokens").Int())
outputTokens := 0
inputTokens := 0
// timings data
tokensPerSecond := -1.0
promptPerSecond := -1.0
durationMs := int(time.Since(rec.startTime).Milliseconds())
if usage.Exists() {
outputTokens = int(jsonData.Get("usage.completion_tokens").Int())
inputTokens = int(jsonData.Get("usage.prompt_tokens").Int())
}
// use llama-server's timing data for tok/sec and duration as it is more accurate
if timings := jsonData.Get("timings"); timings.Exists() {
if timings.Exists() {
inputTokens = int(jsonData.Get("timings.prompt_n").Int())
outputTokens = int(jsonData.Get("timings.predicted_n").Int())
promptPerSecond = jsonData.Get("timings.prompt_per_second").Float()
tokensPerSecond = jsonData.Get("timings.predicted_per_second").Float()
durationMs = int(jsonData.Get("timings.prompt_ms").Float() + jsonData.Get("timings.predicted_ms").Float())
+12 -1
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@@ -5,6 +5,7 @@ import (
"errors"
"fmt"
"io"
"net"
"net/http"
"net/url"
"os/exec"
@@ -363,8 +364,18 @@ func (p *Process) stopCommand() {
}
func (p *Process) checkHealthEndpoint(healthURL string) error {
client := &http.Client{
Timeout: 500 * time.Millisecond,
// wait a short time for a tcp connection to be established
Transport: &http.Transport{
DialContext: (&net.Dialer{
Timeout: 500 * time.Millisecond,
}).DialContext,
},
// give a long time to respond to the health check endpoint
// after the connection is established. See issue: 276
Timeout: 5000 * time.Millisecond,
}
req, err := http.NewRequest("GET", healthURL, nil)
+10
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@@ -60,10 +60,20 @@ func (pg *ProcessGroup) ProxyRequest(modelID string, writer http.ResponseWriter,
if pg.swap {
pg.Lock()
if pg.lastUsedProcess != modelID {
// is there something already running?
if pg.lastUsedProcess != "" {
pg.processes[pg.lastUsedProcess].Stop()
}
// wait for the request to the new model to be fully handled
// and prevent race conditions see issue #277
pg.processes[modelID].ProxyRequest(writer, request)
pg.lastUsedProcess = modelID
// short circuit and exit
pg.Unlock()
return nil
}
pg.Unlock()
}
+34 -16
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@@ -4,6 +4,7 @@ import (
"bytes"
"net/http"
"net/http/httptest"
"sync"
"testing"
"github.com/stretchr/testify/assert"
@@ -44,32 +45,49 @@ func TestProcessGroup_HasMember(t *testing.T) {
assert.False(t, pg.HasMember("model3"))
}
func TestProcessGroup_ProxyRequestSwapIsTrue(t *testing.T) {
// TestProcessGroup_ProxyRequestSwapIsTrueParallel tests that when swap is true
// and multiple requests are made in parallel, only one process is running at a time.
func TestProcessGroup_ProxyRequestSwapIsTrueParallel(t *testing.T) {
var processGroupTestConfig = AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
// use the same listening so if a model is already running, it will fail
// this is a way to test that swap isolation is working
// properly when there are parallel requests made at the
// same time.
"model1": getTestSimpleResponderConfigPort("model1", 9832),
"model2": getTestSimpleResponderConfigPort("model2", 9832),
"model3": getTestSimpleResponderConfigPort("model3", 9832),
"model4": getTestSimpleResponderConfigPort("model4", 9832),
"model5": getTestSimpleResponderConfigPort("model5", 9832),
},
Groups: map[string]GroupConfig{
"G1": {
Swap: true,
Members: []string{"model1", "model2", "model3", "model4", "model5"},
},
},
})
pg := NewProcessGroup("G1", processGroupTestConfig, testLogger, testLogger)
defer pg.StopProcesses(StopWaitForInflightRequest)
tests := []string{"model1", "model2"}
tests := []string{"model1", "model2", "model3", "model4", "model5"}
var wg sync.WaitGroup
wg.Add(len(tests))
for _, modelName := range tests {
t.Run(modelName, func(t *testing.T) {
reqBody := `{"x", "y"}`
req := httptest.NewRequest("POST", "/v1/chat/completions", bytes.NewBufferString(reqBody))
go func(modelName string) {
defer wg.Done()
req := httptest.NewRequest("POST", "/v1/chat/completions", nil)
w := httptest.NewRecorder()
assert.NoError(t, pg.ProxyRequest(modelName, w, req))
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), modelName)
// make sure only one process is in the running state
count := 0
for _, process := range pg.processes {
if process.CurrentState() == StateReady {
count++
}
}
assert.Equal(t, 1, count)
})
}(modelName)
}
wg.Wait()
}
func TestProcessGroup_ProxyRequestSwapIsFalse(t *testing.T) {
+11 -2
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@@ -191,11 +191,20 @@ func (pm *ProxyManager) setupGinEngine() {
// Support legacy /v1/completions api, see issue #12
pm.ginEngine.POST("/v1/completions", mm, pm.proxyOAIHandler)
// Support embeddings
// Support embeddings and reranking
pm.ginEngine.POST("/v1/embeddings", mm, pm.proxyOAIHandler)
// llama-server's /reranking endpoint + aliases
pm.ginEngine.POST("/reranking", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/rerank", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/reranking", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/rerank", mm, pm.proxyOAIHandler)
// llama-server's /infill endpoint for code infilling
pm.ginEngine.POST("/infill", mm, pm.proxyOAIHandler)
// llama-server's /completion endpoint
pm.ginEngine.POST("/completion", mm, pm.proxyOAIHandler)
// Support audio/speech endpoint
pm.ginEngine.POST("/v1/audio/speech", pm.proxyOAIHandler)
+22 -1
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@@ -42,7 +42,6 @@ func TestProxyManager_SwapProcessCorrectly(t *testing.T) {
assert.Contains(t, w.Body.String(), modelName)
}
}
func TestProxyManager_SwapMultiProcess(t *testing.T) {
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
@@ -834,6 +833,28 @@ func TestProxyManager_HealthEndpoint(t *testing.T) {
assert.Equal(t, "OK", rec.Body.String())
}
// Ensure the custom llama-server /completion endpoint proxies correctly
func TestProxyManager_CompletionEndpoint(t *testing.T) {
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
},
LogLevel: "error",
})
proxy := New(config)
defer proxy.StopProcesses(StopWaitForInflightRequest)
reqBody := `{"model":"model1"}`
req := httptest.NewRequest("POST", "/completion", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), "model1")
}
func TestProxyManager_StartupHooks(t *testing.T) {
// using real YAML as the configuration has gotten more complex