Model capabilities 734 (#842)

internal/config,server: implement model capabilities

- define the capabilities of a model using a simple config block on the
model
- v1/models renders out capabilities to be compatible with openrouter,
huggingface chat, and mistral formats for broader compatibility
- add support for capabilities in UI

Fixes #734
This commit is contained in:
Benson Wong
2026-06-13 23:23:19 -07:00
committed by GitHub
parent 62aea0e83d
commit 92b90447e8
16 changed files with 868 additions and 35 deletions
+120 -11
View File
@@ -17,13 +17,118 @@ const apiUnloadTimeout = 10 * time.Second
// modelRecord is one entry in the OpenAI-compatible /v1/models listing.
type modelRecord struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
OwnedBy string `json:"owned_by"`
Name string `json:"name,omitempty"`
Description string `json:"description,omitempty"`
Meta map[string]any `json:"meta,omitempty"`
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
OwnedBy string `json:"owned_by"`
Name string `json:"name,omitempty"`
Description string `json:"description,omitempty"`
Architecture map[string]any `json:"architecture,omitempty"`
Capabilities map[string]any `json:"capabilities,omitempty"`
SupportedParameters []string `json:"supported_parameters,omitempty"`
ContextLength int `json:"context_length,omitempty"`
Meta map[string]any `json:"meta,omitempty"`
}
// cappedMetadataKeys are top-level /v1/models fields produced by the
// capabilities renderer. If a model's metadata block defines any of these
// keys, the renderer's values win and the metadata keys are dropped.
var cappedMetadataKeys = map[string]struct{}{
"architecture": {},
"capabilities": {},
"supported_parameters": {},
"context_length": {},
}
// renderCapabilities converts a model's capabilities config into additional
// /v1/models fields. Returns zero values when caps.Empty() is true.
func renderCapabilities(caps config.ModelCapConfig) (arch map[string]any, capsMap map[string]any, params []string, ctxLen int) {
if caps.Empty() {
return
}
hasIn := len(caps.In) > 0
hasOut := len(caps.Out) > 0
if hasIn || hasOut {
arch = make(map[string]any)
}
if hasIn {
arch["input_modalities"] = caps.In
}
if hasOut {
arch["output_modalities"] = caps.Out
}
if hasIn && hasOut {
arch["modality"] = strings.Join(caps.In, "+") + "->" + strings.Join(caps.Out, "+")
}
// Build capabilities map only if there's something to put in it.
if hasIn || hasOut || caps.Tools || caps.Reranker {
capsMap = make(map[string]any)
}
if hasIn {
if contains(caps.In, "image") {
capsMap["vision"] = true
}
}
if hasIn && hasOut {
if contains(caps.In, "audio") && contains(caps.Out, "text") {
capsMap["audio_transcriptions"] = true
}
if contains(caps.In, "text") && contains(caps.Out, "audio") {
capsMap["audio_speech"] = true
}
if contains(caps.In, "text") && contains(caps.Out, "image") {
capsMap["image_generation"] = true
}
if contains(caps.In, "image") && contains(caps.Out, "image") {
capsMap["image_to_image"] = true
}
}
if caps.Tools {
capsMap["function_calling"] = true
params = []string{"tools", "tool_choice"}
}
if caps.Reranker {
capsMap["reranker"] = true
}
if caps.Context > 0 {
ctxLen = caps.Context
}
return
}
// contains reports whether s is present in ss.
func contains(ss []string, s string) bool {
for _, v := range ss {
if v == s {
return true
}
}
return false
}
// filterCappedMetadata returns metadata with renderer-owned keys removed.
func filterCappedMetadata(md map[string]any) map[string]any {
if len(md) == 0 {
return nil
}
filtered := make(map[string]any, len(md))
for k, v := range md {
if _, capped := cappedMetadataKeys[k]; !capped {
filtered[k] = v
}
}
if len(filtered) == 0 {
return nil
}
return filtered
}
// handleListModels serves the OpenAI-compatible model listing: local models
@@ -32,7 +137,7 @@ func (s *Server) handleListModels(w http.ResponseWriter, r *http.Request) {
created := time.Now().Unix()
data := make([]modelRecord, 0, len(s.cfg.Models))
newRecord := func(id, name, description string, metadata map[string]any) modelRecord {
newRecord := func(id, name, description string, metadata map[string]any, caps config.ModelCapConfig) modelRecord {
rec := modelRecord{
ID: id,
Object: "model",
@@ -41,6 +146,10 @@ func (s *Server) handleListModels(w http.ResponseWriter, r *http.Request) {
Name: strings.TrimSpace(name),
Description: strings.TrimSpace(description),
}
rec.Architecture, rec.Capabilities, rec.SupportedParameters, rec.ContextLength = renderCapabilities(caps)
if !caps.Empty() {
metadata = filterCappedMetadata(metadata)
}
if len(metadata) > 0 {
rec.Meta = map[string]any{"llamaswap": metadata}
}
@@ -51,12 +160,12 @@ func (s *Server) handleListModels(w http.ResponseWriter, r *http.Request) {
if mc.Unlisted {
continue
}
data = append(data, newRecord(id, mc.Name, mc.Description, mc.Metadata))
data = append(data, newRecord(id, mc.Name, mc.Description, mc.Metadata, mc.Capabilities))
if s.cfg.IncludeAliasesInList {
for _, alias := range mc.Aliases {
if alias := strings.TrimSpace(alias); alias != "" {
data = append(data, newRecord(alias, mc.Name, mc.Description, mc.Metadata))
data = append(data, newRecord(alias, mc.Name, mc.Description, mc.Metadata, mc.Capabilities))
}
}
}
@@ -64,7 +173,7 @@ func (s *Server) handleListModels(w http.ResponseWriter, r *http.Request) {
for peerID, peer := range s.cfg.Peers {
for _, modelID := range peer.Models {
data = append(data, newRecord(modelID, peerID+": "+modelID, "", map[string]any{"peerID": peerID}))
data = append(data, newRecord(modelID, peerID+": "+modelID, "", map[string]any{"peerID": peerID}, config.ModelCapConfig{}))
}
}