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6 Commits

Author SHA1 Message Date
Benson Wong 285191e655 Various UI improvements (#176)
* add retry/backoff to reconnecting log streams
* update favicons
2025-06-23 16:17:21 -07:00
Benson Wong 4236cec03a Add Filters to Model Configuration (#174)
llama-swap can strip specific keys in JSON requests. This is useful for removing the ability for clients to set sampling parameters like temperature, top_k, top_p, etc.
2025-06-23 10:52:29 -07:00
Alex O'Connell 756193d0dd Load models in the UI without navigating the page (#173)
* Load models in the UI without navigating the page

* fix table layout for mobile
2025-06-19 14:39:07 -07:00
Benson Wong a6b2e930d8 Update README.md [skip ci] 2025-06-18 11:47:08 -07:00
Benson Wong 9e02c22ff8 stopCmd should use same environment as p.cmd.Env (#171, #172) 2025-06-18 11:36:59 -07:00
Benson Wong 0bdbf2fdc1 fix more goreleaser deprecation warnings [skip ci] 2025-06-18 11:15:12 -07:00
23 changed files with 425 additions and 85 deletions
+5 -3
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@@ -17,14 +17,16 @@ builds:
- goos: windows
goarch: arm64
# use zip format for windows
archives:
- id: default
format: tar.gz
formats:
- tar.gz
name_template: "{{ .ProjectName }}_{{ .Version }}_{{ .Os }}_{{ .Arch }}"
builds_info:
group: root
owner: root
format_overrides:
# use zip format for windows
- goos: windows
formats: ['zip']
formats:
- zip
+9
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@@ -22,6 +22,7 @@ Written in golang, it is very easy to install (single binary with no dependencie
- `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-swap custom API endpoints
- `/ui` - web UI
- `/log` - remote log monitoring
- `/upstream/:model_id` - direct access to upstream HTTP server ([demo](https://github.com/mostlygeek/llama-swap/pull/31))
- `/unload` - manually unload running models ([#58](https://github.com/mostlygeek/llama-swap/issues/58))
@@ -67,6 +68,14 @@ However, there are many more capabilities that llama-swap supports:
See the [configuration documentation](https://github.com/mostlygeek/llama-swap/wiki/Configuration) in the wiki all options and examples.
## Web UI
llama-swap ships with a web based interface to make it easier to monitor logs and check the status of models.
<img width="1854" alt="image" src="https://github.com/user-attachments/assets/ee0025f0-f031-4158-9b5d-cd98b2b9fe4d" />
## Docker Install ([download images](https://github.com/mostlygeek/llama-swap/pkgs/container/llama-swap))
Docker is the quickest way to try out llama-swap:
+169 -71
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@@ -1,93 +1,191 @@
# ======
# For a more detailed configuration example:
# https://github.com/mostlygeek/llama-swap/wiki/Configuration
# ======
# llama-swap YAML configuration example
# -------------------------------------
#
# - Below are all the available configuration options for llama-swap.
# - Settings with a default value, or noted as optional can be omitted.
# - Settings that are marked required must be in your configuration file
# Seconds to wait for llama.cpp to be available to serve requests
# Default (and minimum): 15 seconds
healthCheckTimeout: 90
# healthCheckTimeout: number of seconds to wait for a model to be ready to serve requests
# - optional, default: 120
# - minimum value is 15 seconds, anything less will be set to this value
healthCheckTimeout: 500
# valid log levels: debug, info (default), warn, error
logLevel: debug
# logLevel: sets the logging value
# - optional, default: info
# - Valid log levels: debug, info, warn, error
logLevel: info
# creating a coding profile with models for code generation and general questions
groups:
coding:
swap: false
members:
- "qwen"
- "llama"
# startPort: sets the starting port number for the automatic ${PORT} macro.
# - optional, default: 5800
# - the ${PORT} macro can be used in model.cmd and model.proxy settings
# - it is automatically incremented for every model that uses it
startPort: 10001
# macros: sets a dictionary of string:string pairs
# - optional, default: empty dictionary
# - these are reusable snippets
# - used in a model's cmd, cmdStop, proxy and checkEndpoint
# - useful for reducing common configuration settings
macros:
"latest-llama": >
/path/to/llama-server/llama-server-ec9e0301
--port ${PORT}
# models: a dictionary of model configurations
# - 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
models:
# keys are the model names used in API requests
"llama":
# cmd: the command to run to start the inference server.
# - required
# - it is just a string, similar to what you would run on the CLI
# - using `|` allows for comments in the command, these will be parsed out
# - macros can be used within cmd
cmd: |
models/llama-server-osx
--port ${PORT}
-m models/Llama-3.2-1B-Instruct-Q4_0.gguf
# ${latest-llama} is a macro that is defined above
${latest-llama}
--model path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf
# list of model name aliases this llama.cpp instance can serve
# env: define an array of environment variables to inject into cmd's environment
# - optional, default: empty array
# - each value is a single string
# - in the format: ENV_NAME=value
env:
- "CUDA_VISIBLE_DEVICES=0,1,2"
# proxy: the URL where llama-swap routes API requests
# - optional, default: http://localhost:${PORT}
# - if you used ${PORT} in cmd this can be omitted
# - if you use a custom port in cmd this *must* be set
proxy: http://127.0.0.1:8999
# aliases: alternative model names that this model configuration is used for
# - optional, default: empty array
# - aliases must be unique globally
# - useful for impersonating a specific model
aliases:
- gpt-4o-mini
- "gpt-4o-mini"
- "gpt-3.5-turbo"
# check this path for a HTTP 200 response for the server to be ready
checkEndpoint: /health
# checkEndpoint: URL path to check if the server is ready
# - optional, default: /health
# - use "none" to skip endpoint ready checking
# - endpoint is expected to return an HTTP 200 response
# - all requests wait until the endpoint is ready (or fails)
checkEndpoint: /custom-endpoint
# unload model after 5 seconds
ttl: 5
# ttl: automatically unload the model after this many seconds
# - optional, default: 0
# - ttl values must be a value greater than 0
# - a value of 0 disables automatic unloading of the model
ttl: 60
"qwen":
cmd: models/llama-server-osx --port ${PORT} -m models/qwen2.5-0.5b-instruct-q8_0.gguf
aliases:
- gpt-3.5-turbo
# useModelName: overrides the model name that is sent to upstream server
# - optional, default: ""
# - useful when the upstream server expects a specific model name or format
useModelName: "qwen:qwq"
# Embedding example with Nomic
# https://huggingface.co/nomic-ai/nomic-embed-text-v1.5-GGUF
"nomic":
cmd: |
models/llama-server-osx --port ${PORT}
-m models/nomic-embed-text-v1.5.Q8_0.gguf
--ctx-size 8192
--batch-size 8192
--rope-scaling yarn
--rope-freq-scale 0.75
-ngl 99
--embeddings
# filters: a dictionary of filter settings
# - optional, default: empty dictionary
filters:
# strip_params: a comma separated list of parameters to remove from the request
# - optional, default: ""
# - useful for preventing overriding of default server params by requests
# - `model` parameter is never removed
# - can be any JSON key in the request body
# - recommended to stick to sampling parameters
strip_params: "temperature, top_p, top_k"
# Reranking example with bge-reranker
# https://huggingface.co/gpustack/bge-reranker-v2-m3-GGUF
"bge-reranker":
cmd: |
models/llama-server-osx --port ${PORT}
-m models/bge-reranker-v2-m3-Q4_K_M.gguf
--ctx-size 8192
--reranking
# Unlisted model example:
"qwen-unlisted":
# unlisted: true or false
# - optional, default: false
# - unlisted models do not show up in /v1/models or /upstream lists
# - can be requested as normal through all apis
unlisted: true
cmd: llama-server --port ${PORT} -m Llama-3.2-1B-Instruct-Q4_K_M.gguf -ngl 0
# Docker Support (v26.1.4+ required!)
"dockertest":
# Docker example:
# container run times like Docker and Podman can also be used with a
# a combination of cmd and cmdStop.
"docker-llama":
proxy: "http://127.0.0.1:${PORT}"
cmd: |
docker run --name dockertest
--init --rm -p ${PORT}:8080 -v /mnt/nvme/models:/models
ghcr.io/ggerganov/llama.cpp:server
ghcr.io/ggml-org/llama.cpp:server
--model '/models/Qwen2.5-Coder-0.5B-Instruct-Q4_K_M.gguf'
"simple":
# example of setting environment variables
env:
- CUDA_VISIBLE_DEVICES=0,1
- env1=hello
cmd: build/simple-responder --port ${PORT}
unlisted: true
# cmdStop: command to run to stop the model gracefully
# - optional, default: ""
# - useful for stopping commands managed by another system
# - on POSIX systems: a SIGTERM is sent for graceful shutdown
# - on Windows, taskkill is used
# - processes are given 5 seconds to shutdown until they are forcefully killed
# - the upstream's process id is available in the ${PID} macro
cmdStop: docker stop dockertest
# use "none" to skip check. Caution this may cause some requests to fail
# until the upstream server is ready for traffic
checkEndpoint: none
# groups: a dictionary of group settings
# - optional, default: empty dictionary
# - provide advanced controls over model swapping behaviour.
# - Using groups some models can be kept loaded indefinitely, while others are swapped out.
# - model ids must be defined in the Models section
# - a model can only be a member of one group
# - group behaviour is controlled via the `swap`, `exclusive` and `persistent` fields
# - see issue #109 for details
#
# NOTE: the example below uses model names that are not defined above for demonstration purposes
groups:
# group1 is same as the default behaviour of llama-swap where only one model is allowed
# to run a time across the whole llama-swap instance
"group1":
# swap: controls the model swapping behaviour in within the group
# - optional, default: true
# - true : only one model is allowed to run at a time
# - false: all models can run together, no swapping
swap: true
# don't use these, just for testing if things are broken
"broken":
cmd: models/llama-server-osx --port 8999 -m models/doesnotexist.gguf
proxy: http://127.0.0.1:8999
unlisted: true
"broken_timeout":
cmd: models/llama-server-osx --port 8999 -m models/qwen2.5-0.5b-instruct-q8_0.gguf
proxy: http://127.0.0.1:9000
unlisted: true
# exclusive: controls how the group affects other groups
# - optional, default: true
# - true: causes all other groups to unload when this group runs a model
# - false: does not affect other groups
exclusive: true
# members references the models defined above
# required
members:
- "llama"
- "qwen-unlisted"
# Example:
# - in this group all the models can run at the same time
# - when a different group loads all running models in this group are unloaded
"group2":
swap: false
exclusive: false
members:
- "docker-llama"
- "modelA"
- "modelB"
# Example:
# - a persistent group, prevents other groups from unloading it
"forever":
# persistent: prevents over groups from unloading the models in this group
# - optional, default: false
# - does not affect individual model behaviour
persistent: true
# set swap/exclusive to false to prevent swapping inside the group
# and the unloading of other groups
swap: false
exclusive: false
members:
- "forever-modelA"
- "forever-modelB"
- "forever-modelc"
@@ -42,9 +42,12 @@ func main() {
time.Sleep(wait)
}
bodyBytes, _ := io.ReadAll(c.Request.Body)
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"h_content_length": c.Request.Header.Get("Content-Length"),
"request_body": string(bodyBytes),
})
})
+45
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@@ -6,6 +6,7 @@ import (
"os"
"regexp"
"runtime"
"slices"
"sort"
"strconv"
"strings"
@@ -29,6 +30,9 @@ type ModelConfig struct {
// Limit concurrency of HTTP requests to process
ConcurrencyLimit int `yaml:"concurrencyLimit"`
// Model filters see issue #174
Filters ModelFilters `yaml:"filters"`
}
func (m *ModelConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
@@ -63,6 +67,46 @@ func (m *ModelConfig) SanitizedCommand() ([]string, error) {
return SanitizeCommand(m.Cmd)
}
// ModelFilters see issue #174
type ModelFilters struct {
StripParams string `yaml:"strip_params"`
}
func (m *ModelFilters) UnmarshalYAML(unmarshal func(interface{}) error) error {
type rawModelFilters ModelFilters
defaults := rawModelFilters{
StripParams: "",
}
if err := unmarshal(&defaults); err != nil {
return err
}
*m = ModelFilters(defaults)
return nil
}
func (f ModelFilters) SanitizedStripParams() ([]string, error) {
if f.StripParams == "" {
return nil, nil
}
params := strings.Split(f.StripParams, ",")
cleaned := make([]string, 0, len(params))
for _, param := range params {
trimmed := strings.TrimSpace(param)
if trimmed == "model" || trimmed == "" {
continue
}
cleaned = append(cleaned, trimmed)
}
// sort cleaned
slices.Sort(cleaned)
return cleaned, nil
}
type GroupConfig struct {
Swap bool `yaml:"swap"`
Exclusive bool `yaml:"exclusive"`
@@ -212,6 +256,7 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, macroSlug, macroValue)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, macroSlug, macroValue)
modelConfig.CheckEndpoint = strings.ReplaceAll(modelConfig.CheckEndpoint, macroSlug, macroValue)
modelConfig.Filters.StripParams = strings.ReplaceAll(modelConfig.Filters.StripParams, macroSlug, macroValue)
}
// enforce ${PORT} used in both cmd and proxy
+3
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@@ -83,6 +83,9 @@ models:
assert.Equal(t, "", model1.UseModelName)
assert.Equal(t, 0, model1.ConcurrencyLimit)
}
// default empty filter exists
assert.Equal(t, "", model1.Filters.StripParams)
}
func TestConfig_LoadPosix(t *testing.T) {
+25
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@@ -300,3 +300,28 @@ models:
})
}
}
func TestConfig_ModelFilters(t *testing.T) {
content := `
macros:
default_strip: "temperature, top_p"
models:
model1:
cmd: path/to/cmd --port ${PORT}
filters:
strip_params: "model, top_k, ${default_strip}, , ,"
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
modelConfig, ok := config.Models["model1"]
if !assert.True(t, ok) {
t.FailNow()
}
// make sure `model` and enmpty strings are not in the list
assert.Equal(t, "model, top_k, temperature, top_p, , ,", modelConfig.Filters.StripParams)
sanitized, err := modelConfig.Filters.SanitizedStripParams()
if assert.NoError(t, err) {
assert.Equal(t, []string{"temperature", "top_k", "top_p"}, sanitized)
}
}
+3
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@@ -80,6 +80,9 @@ models:
assert.Equal(t, "", model1.UseModelName)
assert.Equal(t, 0, model1.ConcurrencyLimit)
}
// default empty filter exists
assert.Equal(t, "", model1.Filters.StripParams)
}
func TestConfig_LoadWindows(t *testing.T) {
+1 -1
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@@ -532,7 +532,7 @@ func (p *Process) cmdStopUpstreamProcess() error {
stopCmd := exec.Command(stopArgs[0], stopArgs[1:]...)
stopCmd.Stdout = p.processLogger
stopCmd.Stderr = p.processLogger
stopCmd.Env = p.config.Env
stopCmd.Env = p.cmd.Env
if err := stopCmd.Run(); err != nil {
p.proxyLogger.Errorf("<%s> Failed to exec stop command: %v", p.ID, err)
+15
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@@ -365,6 +365,21 @@ func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
}
}
// issue #174 strip parameters from the JSON body
stripParams, err := pm.config.Models[realModelName].Filters.SanitizedStripParams()
if err != nil { // just log it and continue
pm.proxyLogger.Errorf("Error sanitizing strip params string: %s, %s", pm.config.Models[realModelName].Filters.StripParams, err.Error())
} else {
for _, param := range stripParams {
pm.proxyLogger.Debugf("<%s> stripping param: %s", realModelName, param)
bodyBytes, err = sjson.DeleteBytes(bodyBytes, param)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error deleting parameter %s from request", param))
return
}
}
}
c.Request.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
// dechunk it as we already have all the body bytes see issue #11
+34
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@@ -623,3 +623,37 @@ func TestProxyManager_ChatContentLength(t *testing.T) {
assert.Equal(t, "81", response["h_content_length"])
assert.Equal(t, "model1", response["responseMessage"])
}
func TestProxyManager_FiltersStripParams(t *testing.T) {
modelConfig := getTestSimpleResponderConfig("model1")
modelConfig.Filters = ModelFilters{
StripParams: "temperature, model, stream",
}
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
LogLevel: "error",
Models: map[string]ModelConfig{
"model1": modelConfig,
},
})
proxy := New(config)
defer proxy.StopProcesses(StopWaitForInflightRequest)
reqBody := `{"model":"model1", "temperature":0.1, "x_param":"123", "y_param":"abc", "stream":true}`
req := httptest.NewRequest("POST", "/v1/chat/completions", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
var response map[string]string
assert.NoError(t, json.Unmarshal(w.Body.Bytes(), &response))
// `temperature` and `stream` are gone but model remains
assert.Equal(t, `{"model":"model1", "x_param":"123", "y_param":"abc"}`, response["request_body"])
// assert.Nil(t, response["temperature"])
// assert.Equal(t, "123", response["x_param"])
// assert.Equal(t, "abc", response["y_param"])
// t.Logf("%v", response)
}
+5 -1
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@@ -3,7 +3,11 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link rel="icon" type="image/png" href="/favicon.ico" />
<link rel="icon" type="image/png" href="/favicon-96x96.png" sizes="96x96" />
<link rel="icon" type="image/svg+xml" href="/favicon.svg" />
<link rel="shortcut icon" href="/favicon.ico" />
<link rel="apple-touch-icon" sizes="180x180" href="/apple-touch-icon.png" />
<link rel="manifest" href="/site.webmanifest" />
<title>llama-swap</title>
</head>
<body >
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+21
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@@ -0,0 +1,21 @@
{
"name": "llama-swap",
"short_name": "llama-swap",
"icons": [
{
"src": "/web-app-manifest-192x192.png",
"sizes": "192x192",
"type": "image/png",
"purpose": "maskable"
},
{
"src": "/web-app-manifest-512x512.png",
"sizes": "512x512",
"type": "image/png",
"purpose": "maskable"
}
],
"theme_color": "#ffffff",
"background_color": "#ffffff",
"display": "standalone"
}
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+60 -7
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@@ -12,6 +12,7 @@ interface APIProviderType {
models: Model[];
listModels: () => Promise<Model[]>;
unloadAllModels: () => Promise<void>;
loadModel: (model: string) => Promise<void>;
enableProxyLogs: (enabled: boolean) => void;
enableUpstreamLogs: (enabled: boolean) => void;
enableModelUpdates: (enabled: boolean) => void;
@@ -57,9 +58,27 @@ export function APIProvider({ children }: APIProviderProps) {
const enableProxyLogs = useCallback(
(enabled: boolean) => {
if (enabled) {
const eventSource = new EventSource("/logs/streamSSE/proxy");
eventSource.onmessage = handleProxyMessage;
proxyEventSource.current = eventSource;
let retryCount = 0;
const maxRetries = 3;
const initialDelay = 1000; // 1 second
const connect = () => {
const eventSource = new EventSource("/logs/streamSSE/proxy");
eventSource.onmessage = handleProxyMessage;
eventSource.onerror = () => {
eventSource.close();
if (retryCount < maxRetries) {
retryCount++;
const delay = initialDelay * Math.pow(2, retryCount - 1);
setTimeout(connect, delay);
}
};
proxyEventSource.current = eventSource;
};
connect();
} else {
proxyEventSource.current?.close();
proxyEventSource.current = null;
@@ -71,15 +90,33 @@ export function APIProvider({ children }: APIProviderProps) {
const enableUpstreamLogs = useCallback(
(enabled: boolean) => {
if (enabled) {
const eventSource = new EventSource("/logs/streamSSE/upstream");
eventSource.onmessage = handleUpstreamMessage;
upstreamEventSource.current = eventSource;
let retryCount = 0;
const maxRetries = 3;
const initialDelay = 1000; // 1 second
const connect = () => {
const eventSource = new EventSource("/logs/streamSSE/upstream");
eventSource.onmessage = handleUpstreamMessage;
eventSource.onerror = () => {
eventSource.close();
if (retryCount < maxRetries) {
retryCount++;
const delay = initialDelay * Math.pow(2, retryCount - 1);
setTimeout(connect, delay);
}
};
upstreamEventSource.current = eventSource;
};
connect();
} else {
upstreamEventSource.current?.close();
upstreamEventSource.current = null;
}
},
[upstreamEventSource, handleUpstreamMessage]
[handleUpstreamMessage]
);
const enableModelUpdates = useCallback(
@@ -139,11 +176,26 @@ export function APIProvider({ children }: APIProviderProps) {
}
}, []);
const loadModel = useCallback(async (model: string) => {
try {
const response = await fetch(`/upstream/${model}/`, {
method: "GET",
});
if (!response.ok) {
throw new Error(`Failed to load model: ${response.status}`);
}
} catch (error) {
console.error("Failed to load model:", error);
throw error; // Re-throw to let calling code handle it
}
}, []);
const value = useMemo(
() => ({
models,
listModels,
unloadAllModels,
loadModel,
enableProxyLogs,
enableUpstreamLogs,
enableModelUpdates,
@@ -154,6 +206,7 @@ export function APIProvider({ children }: APIProviderProps) {
models,
listModels,
unloadAllModels,
loadModel,
enableProxyLogs,
enableUpstreamLogs,
enableModelUpdates,
+4
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@@ -143,6 +143,10 @@
@apply bg-surface p-2 px-4 text-sm rounded-full border border-2 transition-colors duration-200 border-btn-border;
}
.btn:hover {
cursor: pointer;
}
.btn--sm {
@apply px-2 py-0.5 text-xs;
}
+6 -2
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@@ -3,7 +3,7 @@ import { useAPI } from "../contexts/APIProvider";
import { LogPanel } from "./LogViewer";
export default function ModelsPage() {
const { models, enableModelUpdates, unloadAllModels, upstreamLogs, enableUpstreamLogs } = useAPI();
const { models, enableModelUpdates, unloadAllModels, loadModel, upstreamLogs, enableUpstreamLogs } = useAPI();
const [isUnloading, setIsUnloading] = useState(false);
useEffect(() => {
@@ -43,6 +43,7 @@ export default function ModelsPage() {
<thead>
<tr className="border-b border-primary">
<th className="text-left p-2">Name</th>
<th className="text-left p-2"></th>
<th className="text-left p-2">State</th>
</tr>
</thead>
@@ -50,10 +51,13 @@ export default function ModelsPage() {
{models.map((model) => (
<tr key={model.id} className="border-b hover:bg-secondary-hover border-border">
<td className="p-2">
<a href={`/upstream/${model.id}/`} className="underline" target="top">
<a href={`/upstream/${model.id}/`} className="underline" target="_blank">
{model.id}
</a>
</td>
<td className="p-2">
<button className="btn btn--sm" disabled={model.state !== "stopped"} onClick={() => loadModel(model.id)}>Load</button>
</td>
<td className="p-2">
<span className={`status status--${model.state}`}>{model.state}</span>
</td>