feat: revert default to wanyamaelis Qwen3.8-27B and expand verified non-ZeroGPU endpoints

README.md

@@ -5,15 +5,15 @@
 Qflash is a standalone, single-binary gateway that exposes Qwen3.8 model spaces on Hugging Face through a standard OpenAI-compatible API. It automatically detects and supports multiple upstream protocols:
 
 - gradio `/chat_response` endpoints (such as `https://halvo78-qwen3-8-flash-next-playground.hf.space`)
-- direct OpenAI `/v1/chat/completions` endpoints (such as `https://wanyamaelis-qwen3-8-27b.hf.space` and `https://apathy-exe-qwen3-8-flash-next.hf.space`, running persistent `llama-server` instances on CPU with zero quota limits)
+- direct OpenAI `/v1/chat/completions` endpoints (such as `https://wanyamaelis-qwen3-8-27b.hf.space`, `https://apathy-exe-qwen3-8-27b.hf.space`, and `https://mikelalda-qwen3-8-euskera-gguf-q4.hf.space`, running persistent `llama-server` instances on CPU with zero quota limits)
-- gradio `/respond` endpoints (supported for custom spaces such as `https://microhero-qwen3-8-27b-uncensored-chat.hf.space`)
+- gradio `/respond` endpoints (supported for spaces such as `https://jickman125-qwen3-8-27b-uncensored-demo.hf.space` and `https://microhero-qwen3-8-27b-uncensored-chat.hf.space`)
 
 It translates standard `/v1/chat/completions` and `/v1/models` requests and Server-Sent Events (SSE) stream protocols into upstream formats, allowing any standard OpenAI-compatible client, agent, or IDE to interface with Qwen3.8 models without modification.
 
 ## Features
 
 - openai-compatible chat completions (streaming and non-streaming)
-- automatic upstream failover from primary playground to non-ZeroGPU endpoints
+- automatic upstream failover across persistent non-ZeroGPU endpoints
 - smart endpoint cooldown (5 minutes on quota exhaustion, 30 seconds on network errors)
 - automatic upstream endpoint detection (`respond`, `openai`, `chat_response`)
 - deep reasoning extraction with thinking trace passthrough (`<think>` tags and blockquotes mapped to `reasoning_content`)
@@ -30,15 +30,17 @@ It translates standard `/v1/chat/completions` and `/v1/models` requests and Serv
 
 | Space | Model | Hardware | Protocol | Notes |
 |---|---|---|---|---|
-| `Halvo78/qwen3-8-flash-next-playground` *(primary)* | Qwen3.8-Flash-Next | CPU basic | Gradio `/chat_response` | Default endpoint; auto-fails over to live endpoints if unavailable |
+| `Wanyamaelis/Qwen3.8-27B` *(primary)* | Qwen3.8-27B (MTP) | CPU basic (8 vCPU) | Native OpenAI `/v1` | Default endpoint; non-ZeroGPU, no quota limits, fast speculative decoding |
-| `Wanyamaelis/Qwen3.8-27B` *(fallback)* | Qwen3.8-27B (MTP) | CPU basic (8 vCPU) | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, fast speculative decoding (~5s) |
+| `apathy-exe/Qwen3.8-27B` *(fallback)* | Qwen3.8-27B | CPU (AVX-512) | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, persistent `llama-server` |
-| `apathy-exe/Qwen3.8-27B` *(fallback)* | Qwen3.8-27B (MTP) | CPU (OpenMP/AVX512) | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, speculative decoding |
+| `apathy-exe/Qwen3.8-Flash-Next` *(fallback)* | Qwen3.8-Flash-Next (~177B) | CPU (AVX-512) | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, full 177B Flash-Next model |
-| `apathy-exe/Qwen3.8-Flash-Next` *(fallback)* | Qwen3.8-Flash-Next (~177B) | CPU (OpenMP/AVX512) | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, full 177B Flash-Next model |
+| `mikelalda/Qwen3.8-euskera-GGUF-Q4` *(fallback)* | Qwen3.8-27B | CPU basic | Native OpenAI `/v1` | Non-ZeroGPU, no quota limits, persistent `llama-server` (Q4_K_M) |
+| `jickman125/Qwen3.8-27B-Uncensored-Demo` | Qwen3.8-27B Uncensored | ZeroGPU (A10G) | Gradio `/respond` | Fast live GPU inference, can be configured via custom `-endpoints` |
 | `MicroHERO/qwen3.8-27b-uncensored-chat` | Qwen3.8-27B Uncensored | ZeroGPU (A10G) | Gradio `/respond` | Fast live GPU inference, can be configured via custom `-endpoints` |
+| `Halvo78/qwen3-8-flash-next-playground` | Qwen3.8-Flash-Next | CPU basic | Gradio `/chat_response` | Sandbox playground, supports BYOK upstream inference credentials |
 
 ### Auto-failover and quota handling
 
-By default, Qflash attempts the primary `Halvo78` playground endpoint. If the primary space is unavailable, offline, or lacks live inference credentials, it automatically fails over to the persistent CPU endpoints (`wanyamaelis` and `apathy-exe`), ensuring uninterrupted service:
+By default, Qflash attempts the primary `wanyamaelis` endpoint with CPU MTP speculative decoding. If any endpoint is unavailable, offline, or exhausts resources, it automatically fails over across the persistent CPU endpoints (`apathy-exe` and `mikelalda`), ensuring uninterrupted service:
 
 - with auto-failover enabled (default), when an endpoint encounters an error, timeout, or unavailable backend, it is placed on cooldown and the gateway automatically fails over to the next configured endpoint
 - transient network errors trigger a 30-second cooldown, while quota limits or unavailable sandbox spaces trigger a 5-minute cooldown
@@ -78,13 +80,13 @@ The gateway advertises the following models under `/v1/models`:
 
 | Model ID | Target model | Description |
 |---|---|---|
-| `Qwen/Qwen3.8-Flash-Next` | `Qwen/Qwen3.8-Flash-Next` | Default primary model identifier |
+| `Qwen/Qwen3.8-27B` | `Qwen/Qwen3.8-27B` | Default primary model identifier |
-| `Qwen/Qwen3.8-27B` | `Qwen/Qwen3.8-27B` | 27B model identifier |
+| `Qwen/Qwen3.8-Flash-Next` | `Qwen/Qwen3.8-Flash-Next` | Flash-Next model identifier |
 | `Qwen/Qwen3.8-27B-Uncensored` | `Qwen/Qwen3.8-27B-Uncensored` | Uncensored model identifier |
+| `qwen3.8-27b` | `Qwen/Qwen3.8-27B` | Standard 27B lowercase alias |
 | `qwen3.8-flash-next` | `Qwen/Qwen3.8-Flash-Next` | Flash-Next lowercase alias |
 | `qwen-flash-next` | `Qwen/Qwen3.8-Flash-Next` | Shorthand alias |
 | `qwen-flash` | `Qwen/Qwen3.8-Flash-Next` | Quick convenience alias |
-| `qwen3.8-27b` | `Qwen/Qwen3.8-27B` | Standard 27B lowercase alias |
 | `qwen3.8-27b-uncensored` | `Qwen/Qwen3.8-27B-Uncensored` | Uncensored lowercase alias |
 | `qwen` | Default model | Generic shorthand alias |
 
@@ -98,15 +100,15 @@ Run the gateway with default auto-failover endpoints:
 qflash
 ```
 
-By default, this listens on `http://127.0.0.1:8080` targeting `Halvo78` by default with automatic failover to `wanyamaelis` and `apathy-exe` persistent endpoints.
+By default, this listens on `http://127.0.0.1:8080` targeting `wanyamaelis` by default with automatic failover to `apathy-exe` and `mikelalda` persistent endpoints.
 
 Available flags:
 
 - `-port` — tcp port to listen on (default `8080`)
-- `-endpoints` / `-endpoint` — comma-separated upstream space or OpenAI URLs (default list of 4 endpoints, `QFLASH_ENDPOINTS` / `QFLASH_ENDPOINT` env)
+- `-endpoints` / `-endpoint` — comma-separated upstream space or OpenAI URLs (default list of 4 persistent endpoints, `QFLASH_ENDPOINTS` / `QFLASH_ENDPOINT` env)
 - `-failover` / `-auto-failover` — enable automatic failover across endpoints on quota exhaustion or error (default `true`, `QFLASH_FAILOVER` env)
 - `-mode` — upstream protocol mode: `auto`, `respond`, `chat_response`, `openai` (default `auto`, `QFLASH_MODE` env)
-- `-model` — exposed model name (default `Qwen/Qwen3.8-Flash-Next`, `QFLASH_MODEL` env)
+- `-model` — exposed model name (default `Qwen/Qwen3.8-27B`, `QFLASH_MODEL` env)
 - `-thinking` / `-enable-thinking` — enable chain-of-thought reasoning by default (default `true`)
 - `-hf-token` / `-token` — Hugging Face API token for ZeroGPU quota or private spaces (`HF_TOKEN` env)
 - `-api-key` — upstream inference engine API key for BYOK mode (`OPENAI_API_KEY` / `QWEN_API_KEY` env)

main.go

@@ -32,10 +32,10 @@ var (
   ConfiguredModel       string
   EnableThinkingDefault = true
   DefaultEndpoints      = []string{
-    "https://halvo78-qwen3-8-flash-next-playground.hf.space",
     "https://wanyamaelis-qwen3-8-27b.hf.space",
     "https://apathy-exe-qwen3-8-27b.hf.space",
     "https://apathy-exe-qwen3-8-flash-next.hf.space",
+    "https://mikelalda-qwen3-8-euskera-gguf-q4.hf.space",
   }
 )
 
@@ -517,7 +517,7 @@ func EffectiveModelID(reqModel string, defaultModel string) string {
     if defaultModel != "" {
       return defaultModel
     }
-    return "Qwen/Qwen3.8-Flash-Next"
+    return "Qwen/Qwen3.8-27B"
   default:
     return clean
   }
@@ -1154,6 +1154,27 @@ func (f *StreamToolCallFilter) HasEmittedCalls() bool {
 // Qwen3.8-Flash Service & Gradio Stream Parsing
 // ---------------------------------------------------------------------------
 
+func extractMessageContent(msgMap map[string]interface{}) string {
+  contentVal := msgMap["content"]
+  if contentStr, ok := contentVal.(string); ok {
+    return contentStr
+  }
+  if contentSlice, ok := contentVal.([]interface{}); ok {
+    var sb strings.Builder
+    for _, item := range contentSlice {
+      if s, ok := item.(string); ok {
+        sb.WriteString(s)
+      } else if m, ok := item.(map[string]interface{}); ok {
+        if textVal, ok := m["text"].(string); ok {
+          sb.WriteString(textVal)
+        }
+      }
+    }
+    return sb.String()
+  }
+  return ""
+}
+
 // parseAssistantText extracts the latest assistant message text from the Gradio output array.
 func parseAssistantText(dataJSON string) (string, bool) {
   var raw []interface{}
@@ -1172,9 +1193,12 @@ func parseAssistantText(dataJSON string) (string, bool) {
     return "", false
   }
 
-  // Find the last assistant message
+  var reasoningText string
-  for i := len(msgList) - 1; i >= 0; i-- {
+  var answerText string
-    msgMap, ok := msgList[i].(map[string]interface{})
+  var foundAssistant bool
+
+  for _, item := range msgList {
+    msgMap, ok := item.(map[string]interface{})
     if !ok {
       continue
     }
@@ -1182,27 +1206,35 @@ func parseAssistantText(dataJSON string) (string, bool) {
     if role != "assistant" {
       continue
     }
+    foundAssistant = true
+    text := extractMessageContent(msgMap)
 
-    contentVal := msgMap["content"]
+    isReasoning := false
-    if contentStr, ok := contentVal.(string); ok {
+    if meta, ok := msgMap["metadata"].(map[string]interface{}); ok {
-      return contentStr, true
+      if title, ok := meta["title"].(string); ok && strings.EqualFold(title, "reasoning") {
-    }
+        isReasoning = true
-    if contentSlice, ok := contentVal.([]interface{}); ok {
-      var sb strings.Builder
-      for _, item := range contentSlice {
-        if s, ok := item.(string); ok {
-          sb.WriteString(s)
-        } else if m, ok := item.(map[string]interface{}); ok {
-          if textVal, ok := m["text"].(string); ok {
-            sb.WriteString(textVal)
-          }
-        }
-      }
-      return sb.String(), true
       }
     }
 
+    if isReasoning {
+      reasoningText = text
+    } else {
+      answerText = text
+    }
+  }
+
+  if !foundAssistant {
     return "", false
+  }
+
+  if reasoningText != "" {
+    if answerText != "" {
+      return fmt.Sprintf("<think>\n%s\n</think>\n\n%s", reasoningText, answerText), true
+    }
+    return fmt.Sprintf("<think>\n%s\n</think>", reasoningText), true
+  }
+
+  return answerText, true
 }
 
 type EndpointNode struct {
@@ -1252,7 +1284,7 @@ func parseEndpointList(rawList []string) []*EndpointNode {
 
 func NewQwenService(endpoints []string, modelName, mode, token, apiKey, baseURL, socksProxy string, enableThinking, autoFailover bool) *QwenService {
   if modelName == "" {
-    modelName = "Qwen/Qwen3.8-Flash-Next"
+    modelName = "Qwen/Qwen3.8-27B"
   }
   if mode == "" {
     mode = "auto"
@@ -1289,18 +1321,18 @@ func (s *QwenService) ListModels() []ModelItem {
   now := time.Now().Unix()
   primaryID := s.modelName
   if primaryID == "" {
-    primaryID = "Qwen/Qwen3.8-Flash-Next"
+    primaryID = "Qwen/Qwen3.8-27B"
   }
 
   candidates := []string{
     primaryID,
-    "Qwen/Qwen3.8-Flash-Next",
     "Qwen/Qwen3.8-27B",
+    "Qwen/Qwen3.8-Flash-Next",
     "Qwen/Qwen3.8-27B-Uncensored",
+    "qwen3.8-27b",
     "qwen3.8-flash-next",
     "qwen-flash-next",
     "qwen-flash",
-    "qwen3.8-27b",
     "qwen3.8-27b-uncensored",
     "qwen",
   }
@@ -1314,7 +1346,7 @@ func (s *QwenService) ListModels() []ModelItem {
         ID:      id,
         Object:  "model",
         Created: now,
-        OwnedBy: "qwen",
+        OwnedBy: "qwen-community",
       })
     }
   }
@@ -1328,13 +1360,13 @@ func (s *QwenService) detectEndpointModeFor(epURL, defaultMode string) string {
   }
 
   ep := strings.ToLower(epURL)
-  if strings.Contains(ep, "microhero") || strings.HasSuffix(ep, "/respond") {
+  if strings.Contains(ep, "microhero") || strings.Contains(ep, "jickman") || strings.HasSuffix(ep, "/respond") {
     return "respond"
   }
   if strings.Contains(ep, "halvo78") || strings.HasSuffix(ep, "/chat_response") {
     return "chat_response"
   }
-  if strings.Contains(ep, "wanyamaelis") || strings.Contains(ep, "apathy-exe") || strings.HasSuffix(ep, "/v1") {
+  if strings.Contains(ep, "wanyamaelis") || strings.Contains(ep, "apathy-exe") || strings.Contains(ep, "mikelalda") || strings.HasSuffix(ep, "/v1") {
     return "openai"
   }
 
@@ -1587,13 +1619,13 @@ func (s *QwenService) chatDirectOpenAI(endpointURL string, w http.ResponseWriter
 
 func (s *QwenService) chatGradioRespond(endpointURL string, w http.ResponseWriter, r *http.Request, req ChatCompletionRequest, resolvedModel string, maxTokens int) error {
   var promptText string
+  var sysPrompt string
   toolsPrompt := FormatToolsPrompt(req.Tools)
 
   if len(req.Messages) == 1 && req.Messages[0].Role == "user" && len(req.Tools) == 0 {
     promptText = req.Messages[0].GetContentString()
   } else {
     var sb strings.Builder
-    var sysPrompt string
     for _, m := range req.Messages {
       if m.Role == "system" {
         if sysPrompt != "" {
@@ -1679,7 +1711,26 @@ func (s *QwenService) chatGradioRespond(endpointURL string, w http.ResponseWrite
     effHFToken = s.token
   }
 
-  gradioData := []interface{}{
+  var gradioData []interface{}
+  if strings.Contains(strings.ToLower(endpointURL), "jickman") {
+    jickmanSys := sysPrompt
+    if jickmanSys == "" {
+      jickmanSys = "You are a helpful assistant."
+    }
+    gradioData = []interface{}{
+      map[string]interface{}{
+        "text":  promptText,
+        "files": []interface{}{},
+      },
+      "low",
+      tempVal,
+      topPVal,
+      40,
+      clampedTokens,
+      jickmanSys,
+    }
+  } else {
+    gradioData = []interface{}{
       map[string]interface{}{
         "text":  promptText,
         "files": []interface{}{},
@@ -1688,6 +1739,7 @@ func (s *QwenService) chatGradioRespond(endpointURL string, w http.ResponseWrite
       tempVal,
       topPVal,
     }
+  }
 
   gradioPayload := map[string]interface{}{"data": gradioData}
   jsonPayload, err := json.Marshal(gradioPayload)
@@ -2232,7 +2284,7 @@ func main() {
   autoFailover := flag.Bool("failover", true, "Enable automatic failover across endpoints on error or quota limit")
   flag.BoolVar(autoFailover, "auto-failover", true, "Alias for -failover")
 
-  defaultModelVal := "Qwen/Qwen3.8-Flash-Next"
+  defaultModelVal := "Qwen/Qwen3.8-27B"
   if envModel := os.Getenv("QFLASH_MODEL"); envModel != "" {
     defaultModelVal = envModel
   }

qflash_test.go

@@ -66,13 +66,14 @@ func TestSOCKS5Parsing(t *testing.T) {
 }
 
 func TestEffectiveModelID(t *testing.T) {
-  def := "Qwen/Qwen3.8-Flash-Next"
+  def := "Qwen/Qwen3.8-27B"
   cases := map[string]string{
     "":                          def,
-    "qwen3.8-flash-next":    def,
+    "qwen":                      def,
-    "qwen-flash-next":       def,
+    "qwen3.8-flash-next":        "Qwen/Qwen3.8-Flash-Next",
-    "qwen-flash":            def,
+    "qwen-flash-next":           "Qwen/Qwen3.8-Flash-Next",
-    "Qwen/Qwen3.8-Flash-Next": def,
+    "qwen-flash":                "Qwen/Qwen3.8-Flash-Next",
+    "Qwen/Qwen3.8-Flash-Next":   "Qwen/Qwen3.8-Flash-Next",
     "qwen3.8-27b":               "Qwen/Qwen3.8-27B",
     "qwen-27b":                  "Qwen/Qwen3.8-27B",
     "Qwen/Qwen3.8-27B":          "Qwen/Qwen3.8-27B",
@@ -206,6 +207,27 @@ func TestParseAssistantText(t *testing.T) {
   }
 }
 
+func TestParseAssistantTextMultiMessageReasoning(t *testing.T) {
+  dataJSON := `[[
+    {"role": "user", "metadata": null, "content": [{"text": "Say hi", "type": "text"}]},
+    {"role": "assistant", "metadata": {"title": "Reasoning"}, "content": [{"text": "First, consider greeting politely.", "type": "text"}]},
+    {"role": "assistant", "metadata": null, "content": [{"text": "Hi there!", "type": "text"}]}
+  ]]`
+
+  text, ok := parseAssistantText(dataJSON)
+  if !ok {
+    t.Fatalf("expected successful parse of multi-message assistant text")
+  }
+
+  reasoning, content := SeparateReasoningAndContent(text)
+  if reasoning != "First, consider greeting politely." {
+    t.Fatalf("expected reasoning 'First, consider greeting politely.', got %q", reasoning)
+  }
+  if content != "Hi there!" {
+    t.Fatalf("expected content 'Hi there!', got %q", content)
+  }
+}
+
 func TestQwenServiceChatMock(t *testing.T) {
   // Mock upstream Gradio space server
   mockServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {