diff --git a/CMakePresets.json b/CMakePresets.json
index b1bcb798e6e..72417ade9e8 100644
--- a/CMakePresets.json
+++ b/CMakePresets.json
@@ -30,7 +30,7 @@
       "name": "CUDA 12",
       "inherits": [ "CUDA" ],
       "cacheVariables": {
-        "CMAKE_CUDA_ARCHITECTURES": "50;60;61;70;75;80;86;87;89;90;90a;120",
+        "CMAKE_CUDA_ARCHITECTURES": "50;52;60;61;70;75;80;86;89;90;90a;120",
         "CMAKE_CUDA_FLAGS": "-Wno-deprecated-gpu-targets -t 2"
       }
     },
@@ -38,7 +38,7 @@
       "name": "CUDA 13",
       "inherits": [ "CUDA" ],
       "cacheVariables": {
-        "CMAKE_CUDA_ARCHITECTURES": "75-virtual;80-virtual;86-virtual;87-virtual;89-virtual;90-virtual;90a-virtual;100-virtual;110-virtual;120-virtual;121-virtual",
+        "CMAKE_CUDA_ARCHITECTURES": "75-virtual;80-virtual;86-virtual;87-virtual;89-virtual;90-virtual;90a-virtual;100-virtual;103-virtual;110-virtual;120-virtual;121-virtual",
         "CMAKE_CUDA_FLAGS": "-t 2"
       }
     },
diff --git a/discover/runner.go b/discover/runner.go
index 318d405944c..9da246750cc 100644
--- a/discover/runner.go
+++ b/discover/runner.go
@@ -349,9 +349,6 @@ func GPUDevices(ctx context.Context, runners []FilteredRunnerDiscovery) []ml.Dev
 		}
 	}
 
-	// Apply any iGPU workarounds
-	iGPUWorkarounds(devices)
-
 	return devices
 }
 
@@ -550,13 +547,6 @@ func bootstrapDevices(ctx context.Context, ollamaLibDirs []string, extraEnvs []s
 	}
 	logutil.Trace("runner enumerated devices", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "devices", devices)
 
-	// Enumerate returned devices starting at 0 per library and assign the per-library index as FilteredID
-	libCounts := make(map[string]int)
-	for i := range devices {
-		lib := devices[i].Library
-		devices[i].FilteredID = strconv.Itoa(libCounts[lib])
-		libCounts[lib]++
-	}
 	return devices
 }
 
@@ -608,32 +598,3 @@ func GetDevicesFromRunner(ctx context.Context, runner BaseRunner) ([]ml.DeviceIn
 		}
 	}
 }
-
-func iGPUWorkarounds(devices []ml.DeviceInfo) {
-	// short circuit if we have no iGPUs
-	anyiGPU := false
-	for i := range devices {
-		if devices[i].Integrated {
-			anyiGPU = true
-			break
-		}
-	}
-	if !anyiGPU {
-		return
-	}
-
-	memInfo, err := GetCPUMem()
-	if err != nil {
-		slog.Debug("failed to fetch system memory information for iGPU", "error", err)
-		return
-	}
-	for i := range devices {
-		if !devices[i].Integrated {
-			continue
-		}
-		// NVIDIA iGPUs return useless free VRAM data which ignores system buff/cache
-		if devices[i].Library == "CUDA" {
-			devices[i].FreeMemory = memInfo.FreeMemory
-		}
-	}
-}
diff --git a/docs/gpu.md b/docs/gpu.md
index 031e71bc59e..910f82d147d 100644
--- a/docs/gpu.md
+++ b/docs/gpu.md
@@ -9,15 +9,20 @@ Check your compute compatibility to see if your card is supported:
 | ------------------ | ------------------- | ----------------------------------------------------------------------------------------------------------- |
 | 12.0               | GeForce RTX 50xx    | `RTX 5060` `RTX 5060 Ti` `RTX 5070` `RTX 5070 Ti` `RTX 5080` `RTX 5090`                                     |
 |                    | NVIDIA Professioal  | `RTX PRO 4000 Blackwell` `RTX PRO 4500 Blackwell` `RTX PRO 5000 Blackwell` `RTX PRO 6000 Blackwell`         |
-| 9.0                | NVIDIA              | `H200` `H100`                                                                                               |
+| 11.0               | Jetson              | `T4000` `T5000` (Requires driver 580 or newer)                                                              |
+| 10.3               | NVIDIA Professioal  | `B300` `GB300` (Requires driver 580 or newer)                                                               |
+| 10.0               | NVIDIA Professioal  | `B200` `GB200` (Requires driver 580 or newer)                                                               |
+| 9.0                | NVIDIA              | `H200` `H100` `GH200`                                                                                       |
 | 8.9                | GeForce RTX 40xx    | `RTX 4090` `RTX 4080 SUPER` `RTX 4080` `RTX 4070 Ti SUPER` `RTX 4070 Ti` `RTX 4070 SUPER` `RTX 4070` `RTX 4060 Ti` `RTX 4060`  |
 |                    | NVIDIA Professional | `L4` `L40` `RTX 6000`                                                                                       |
+| 8.7                | Jetson              | `Orin Nano` `Orin NX` `AGX Orin`                                                                            |
 | 8.6                | GeForce RTX 30xx    | `RTX 3090 Ti` `RTX 3090` `RTX 3080 Ti` `RTX 3080` `RTX 3070 Ti` `RTX 3070` `RTX 3060 Ti` `RTX 3060` `RTX 3050 Ti` `RTX 3050`   |
 |                    | NVIDIA Professional | `A40` `RTX A6000` `RTX A5000` `RTX A4000` `RTX A3000` `RTX A2000` `A10` `A16` `A2`                          |
 | 8.0                | NVIDIA              | `A100` `A30`                                                                                                |
 | 7.5                | GeForce GTX/RTX     | `GTX 1650 Ti` `TITAN RTX` `RTX 2080 Ti` `RTX 2080` `RTX 2070` `RTX 2060`                                    |
 |                    | NVIDIA Professional | `T4` `RTX 5000` `RTX 4000` `RTX 3000` `T2000` `T1200` `T1000` `T600` `T500`                                 |
 |                    | Quadro              | `RTX 8000` `RTX 6000` `RTX 5000` `RTX 4000`                                                                 |
+| 7.2                | Jetson              | `Xavier NX` `AGX Xavier` (Jetpack 5)                                                                        |
 | 7.0                | NVIDIA              | `TITAN V` `V100` `Quadro GV100`                                                                             |
 | 6.1                | NVIDIA TITAN        | `TITAN Xp` `TITAN X`                                                                                        |
 |                    | GeForce GTX         | `GTX 1080 Ti` `GTX 1080` `GTX 1070 Ti` `GTX 1070` `GTX 1060` `GTX 1050 Ti` `GTX 1050`                       |
diff --git a/integration/testdata/embed.json b/integration/testdata/embed.json
index 73f47b519c7..c80fd1b084d 100644
--- a/integration/testdata/embed.json
+++ b/integration/testdata/embed.json
@@ -7,5 +7,7 @@
 	"mxbai-embed-large": [-0.184430, -0.044229, 0.257643, -0.340901, -0.494335, 0.091339, -0.128759, 0.432637, 0.724959, 0.991389, -0.708882, -0.403970, 0.461882, 0.291021, -0.155411, -0.517737, -0.507892, 0.593476, -0.632355, 0.989990, -0.793276, 0.410782, -0.710714, -0.392212, 0.671396, 0.544336, 0.793681, 0.426529, 0.050131, 0.794476, -0.365169, 0.158634, -0.525134, -1.073285, 0.289087, 0.421985, -0.181116, -0.277893, 0.411325, -0.823697, 0.158263, -0.776151, 0.180766, -1.537495, -0.595382, -0.798639, -0.887673, -0.828362, -0.192054, 0.534375, 0.244046, 0.513111, 0.792217, -0.443562, -0.240577, 0.568054, -0.602470, -0.063402, -0.021810, -0.225963, -0.385676, -0.335298, -0.146143, -0.481427, 0.290886, 1.367729, -0.337673, -0.311578, -0.178011, 0.634559, 0.491958, 0.487708, 0.187159, -0.580782, 0.243836, 0.014322, -0.103781, 0.495297, -0.637951, 0.210895, 0.204865, -0.016029, -0.246061, 0.233346, -0.478157, -0.558347, -0.311118, 0.440266, -0.601550, 0.339132, 0.016395, 0.852818, 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0.001551, -0.001544, 0.008404, -0.017311, 0.011169, -0.011868, -0.005969, 0.020850, 0.001749, -0.015342, 0.018045, -0.032569, 0.013476, 0.003299, 0.018967, -0.014875, 0.002329, -0.022181, -0.024022, -0.005146, 0.001831, 0.040513, -0.011674, -0.013500, -0.004823, 0.004701, 0.008984, 0.008307, -0.020678, -0.000369, 0.005629, 0.006012, 0.019657, 0.002078, 0.024057, -0.006275, -0.006897, -0.011263, -0.016342, 0.010246, 0.009262, -0.003426, -0.030797, -0.008025, -0.018327, -0.010448, 0.003397, 0.011466, 0.007359, 0.012101, 0.010924, -0.011682, 0.004035, -0.013045, 0.008647, 0.006065, -0.001575, -0.012142, -0.002077, -0.011405, -0.005507, 0.022302, -0.005649, -0.020798, -0.000002, 0.003886, 0.016590, -0.012743, -0.005405, 0.025257, -0.010380, 0.009266, 0.034503, 0.005400, -0.000897, -0.015368, 0.014782, -0.004936, -0.009334, -0.005339, 0.026014, -0.017054, 0.001600, 0.001218, -0.007068, -0.001957, -0.025544, -0.018504, -0.009509, -0.001614, 0.012602, 0.010126, 0.006851, 0.003219, -0.019446, -0.015196, -0.008934, -0.014628, -0.007057, -0.011605, 0.000150, -0.005216, 0.005098, 0.015251, -0.020344, 0.009604, 0.000319, -0.003701, -0.005448, 0.006905, -0.008316, 0.017366, -0.008151, -0.008407, -0.003523, -0.017969, -0.016836, -0.004794, -0.010536, 0.000728, 0.015541, 0.007297, 0.020033, 0.014789, 0.008347, -0.014012, -0.009191, -0.011634, 0.001047, -0.004078, -0.032395, -0.007056, -0.006072, 0.017237, -0.010169, -0.002082, -0.012120, -0.016639, 0.003092, 0.015185, 0.024824, 0.016023, -0.012708, -0.021427, 0.006886, -0.013677, -0.015014, -0.044346, -0.008770, -0.006189, -0.003424, 0.015988, -0.001982, -0.012779, -0.008387, 0.013574, -0.021576, 0.024866, -0.001767, 0.016229, 0.019212, 0.014702, 0.012229, -0.010593, 0.008917, 0.005296, -0.010568, 0.001254, -0.007352, 0.004297, 0.014843, -0.000107, 0.008463, -0.001418, -0.004644, -0.012905, -0.009090, 0.026492, 0.010213, 0.004233, 0.013997, 0.027515, -0.006066, -0.008489, -0.009575, 0.005357, -0.002819, 0.012562, -0.001755, 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0.020648, 0.011147, -0.044771, -0.004757, -0.009377, 0.005339, -0.005997, -0.003715, 0.029131, 0.002203, 0.007175, -0.007573, -0.003617, -0.017187, -0.009481, 0.014506, 0.000882]
 }
diff --git a/llama/patches/0026-GPU-discovery-enhancements.patch b/llama/patches/0026-GPU-discovery-enhancements.patch
index e7073914beb..b505f9006d4 100644
--- a/llama/patches/0026-GPU-discovery-enhancements.patch
+++ b/llama/patches/0026-GPU-discovery-enhancements.patch
@@ -22,7 +22,7 @@ diff --git a/ggml/include/ggml-backend.h b/ggml/include/ggml-backend.h
 index ba181d09..09ff75f9 100644
 --- a/ggml/include/ggml-backend.h
 +++ b/ggml/include/ggml-backend.h
-@@ -169,6 +169,15 @@ extern "C" {
+@@ -169,6 +169,17 @@ extern "C" {
          const char * device_id;
          // device capabilities
          struct ggml_backend_dev_caps caps;
@@ -35,6 +35,8 @@ index ba181d09..09ff75f9 100644
 +        int pci_device_id;
 +        int pci_domain_id;
 +        const char *library;
++        // number with which the devices are accessed (Vulkan)
++        const char *numeric_id;
      };
  
      GGML_API const char *                  ggml_backend_dev_name(ggml_backend_dev_t device);
diff --git a/llama/patches/0028-vulkan-pci-and-memory.patch b/llama/patches/0028-vulkan-pci-and-memory.patch
index 337eb847bc4..c20ccf5caed 100644
--- a/llama/patches/0028-vulkan-pci-and-memory.patch
+++ b/llama/patches/0028-vulkan-pci-and-memory.patch
@@ -175,7 +175,7 @@ index adea7783..fb7204ce 100644
      ggml_backend_vk_device_get_memory(dev, &props->memory_free, &props->memory_total);
      props->caps = {
          /* .async                 = */ false,
-@@ -12564,6 +12633,16 @@ static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml
+@@ -12564,6 +12633,17 @@ static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml
          /* .buffer_from_host_ptr  = */ false,
          /* .events                = */ false,
      };
@@ -189,6 +189,7 @@ index adea7783..fb7204ce 100644
 +    props->pci_device_id = ctx->pci_device_id;
 +    props->pci_domain_id = ctx->pci_domain_id;
 +    props->library = GGML_VK_NAME;
++    props->numeric_id = ctx->id.empty() ? nullptr : ctx->id.c_str();
  }
  
  static ggml_backend_t ggml_backend_vk_device_init(ggml_backend_dev_t dev, const char * params) {
diff --git a/ml/backend/ggml/ggml.go b/ml/backend/ggml/ggml.go
index 07e55dd3c3f..88078d77980 100644
--- a/ml/backend/ggml/ggml.go
+++ b/ml/backend/ggml/ggml.go
@@ -726,6 +726,9 @@ func (b *Backend) BackendDevices() []ml.DeviceInfo {
 		}
 		info.PCIID = fmt.Sprintf("%02x:%02x.%x", props.pci_bus_id, props.pci_device_id, props.pci_domain_id)
 		info.LibraryPath = ggml.LibPaths()
+		if props.numeric_id != nil {
+			info.FilteredID = C.GoString(props.numeric_id)
+		}
 
 		C.ggml_backend_dev_memory(dev, &props.memory_free, &props.memory_total)
 		info.TotalMemory = (uint64)(props.memory_total)
diff --git a/ml/backend/ggml/ggml/include/ggml-backend.h b/ml/backend/ggml/ggml/include/ggml-backend.h
index 09ff75f932c..094fc3c82c1 100644
--- a/ml/backend/ggml/ggml/include/ggml-backend.h
+++ b/ml/backend/ggml/ggml/include/ggml-backend.h
@@ -178,6 +178,8 @@ extern "C" {
         int pci_device_id;
         int pci_domain_id;
         const char *library;
+        // number with which the devices are accessed (Vulkan)
+        const char *numeric_id;
     };
 
     GGML_API const char *                  ggml_backend_dev_name(ggml_backend_dev_t device);
diff --git a/ml/backend/ggml/ggml/src/ggml-vulkan/ggml-vulkan.cpp b/ml/backend/ggml/ggml/src/ggml-vulkan/ggml-vulkan.cpp
index aa48a63c65c..564bc4a7c16 100644
--- a/ml/backend/ggml/ggml/src/ggml-vulkan/ggml-vulkan.cpp
+++ b/ml/backend/ggml/ggml/src/ggml-vulkan/ggml-vulkan.cpp
@@ -12640,6 +12640,7 @@ static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml
     props->pci_device_id = ctx->pci_device_id;
     props->pci_domain_id = ctx->pci_domain_id;
     props->library = GGML_VK_NAME;
+    props->numeric_id = ctx->id.empty() ? nullptr : ctx->id.c_str();
 }
 
 static ggml_backend_t ggml_backend_vk_device_init(ggml_backend_dev_t dev, const char * params) {
diff --git a/model/parsers/parsers.go b/model/parsers/parsers.go
index ea92a9156ce..4374f3e2864 100644
--- a/model/parsers/parsers.go
+++ b/model/parsers/parsers.go
@@ -45,6 +45,9 @@ func ParserForName(name string) Parser {
 	case "qwen3-vl-instruct":
 		parser := &Qwen3VLParser{hasThinkingSupport: false}
 		return parser
+	case "qwen3-vl-thinking":
+		parser := &Qwen3VLParser{hasThinkingSupport: true}
+		return parser
 	case "passthrough":
 		return &PassthroughParser{}
 	case "harmony":
diff --git a/model/parsers/qwen3vl.go b/model/parsers/qwen3vl.go
index 965e3246437..75ee6abe718 100644
--- a/model/parsers/qwen3vl.go
+++ b/model/parsers/qwen3vl.go
@@ -22,7 +22,6 @@ const (
 	thinkingCloseTag = "</think>"
 )
 
-// TODO(gguo): add a field for isThinking
 type Qwen3VLParser struct {
 	state              qwenParserState
 	buffer             strings.Builder
@@ -34,21 +33,28 @@ func (p *Qwen3VLParser) HasToolSupport() bool {
 	return true
 }
 
-// TODO(gguo): changes this to reference an objects param
 func (p *Qwen3VLParser) HasThinkingSupport() bool {
 	return p.hasThinkingSupport
 }
 
-func (p *Qwen3VLParser) initialState() qwenParserState {
-	if p.HasThinkingSupport() { // has thinking, start from collecting thinking content
-		return CollectingThinkingContent
+func (p *Qwen3VLParser) setInitialState(lastMessage *api.Message) {
+	prefill := lastMessage != nil && lastMessage.Role == "assistant"
+	if !p.HasThinkingSupport() {
+		p.state = CollectingContent
+		return
 	}
-	return CollectingContent
+
+	if prefill && lastMessage.Content != "" {
+		p.state = CollectingContent
+		return
+	}
+
+	p.state = CollectingThinkingContent
 }
 
 func (p *Qwen3VLParser) Init(tools []api.Tool, lastMessage *api.Message) []api.Tool {
 	p.tools = tools
-	p.state = p.initialState()
+	p.setInitialState(lastMessage)
 	return tools
 }
 
@@ -63,7 +69,8 @@ func (p *Qwen3VLParser) Add(s string, done bool) (content string, thinking strin
 	events := p.parseEvents()
 
 	var toolCalls []api.ToolCall
-	var sb strings.Builder
+	var contentSb strings.Builder
+	var thinkingSb strings.Builder
 	for _, event := range events {
 		switch event := event.(type) {
 		case qwenEventRawToolCall:
@@ -74,15 +81,15 @@ func (p *Qwen3VLParser) Add(s string, done bool) (content string, thinking strin
 			}
 			toolCalls = append(toolCalls, toolCall)
 		case qwenEventThinkingContent:
-			sb.WriteString(event.content)
+			thinkingSb.WriteString(event.content)
 		case qwenEventContent:
 			// TODO(drifkin): if the same turn contains multiple interleaved content
 			// events, we naively append them together here.
-			sb.WriteString(event.content)
+			contentSb.WriteString(event.content)
 		}
 	}
 
-	return sb.String(), "", toolCalls, nil
+	return contentSb.String(), thinkingSb.String(), toolCalls, nil
 }
 
 func (p *Qwen3VLParser) parseEvents() []qwenEvent {
@@ -155,7 +162,7 @@ func (p *Qwen3VLParser) eat() ([]qwenEvent, bool) {
 	case CollectingToolContent:
 		if strings.Contains(p.buffer.String(), toolCloseTag) {
 			split := strings.SplitN(p.buffer.String(), toolCloseTag, 2)
-			before := split[0]
+			before := split[0] // do we also need to do it to tool calls?
 			if len(before) == 0 {
 				slog.Warn("qwen tool call closing tag found but no content before it")
 			}
@@ -169,10 +176,11 @@ func (p *Qwen3VLParser) eat() ([]qwenEvent, bool) {
 		} else {
 			return events, false
 		}
-	case CollectingThinkingContent: // so we want to hip the unambiguous stuff
+	case CollectingThinkingContent:
 		if strings.Contains(p.buffer.String(), thinkingCloseTag) {
 			split := strings.SplitN(p.buffer.String(), thinkingCloseTag, 2)
-			before := split[0]
+			// before := split[0]
+			before := strings.TrimRightFunc(split[0], unicode.IsSpace)
 			if len(before) == 0 {
 				slog.Warn("qwen tool call closing tag found but no content before it")
 			}
@@ -184,7 +192,7 @@ func (p *Qwen3VLParser) eat() ([]qwenEvent, bool) {
 			p.buffer.WriteString(after)
 			p.state = CollectingContent
 			return events, true
-		} else if overlapLen := overlap(p.buffer.String(), thinkingCloseTag); overlapLen > 0 { // we see part of a close thinking tag
+		} else if overlapLen := overlap(p.buffer.String(), thinkingCloseTag); overlapLen > 0 {
 			beforePartialTag := p.buffer.String()[:len(p.buffer.String())-overlapLen]
 			trailingWhitespaceLen := trailingWhitespaceLen(beforePartialTag)
 			ambiguousStart := len(beforePartialTag) - trailingWhitespaceLen
diff --git a/model/parsers/qwen3vl_thinking_test.go b/model/parsers/qwen3vl_thinking_test.go
index a94344a4f4b..d85a60fd218 100644
--- a/model/parsers/qwen3vl_thinking_test.go
+++ b/model/parsers/qwen3vl_thinking_test.go
@@ -344,3 +344,205 @@ func TestQwen3VLThinkingToolParser(t *testing.T) {
 		}
 	}
 }
+
+func TestQwen3VLParserState(t *testing.T) {
+	cases := []struct {
+		desc        string
+		hasThinking bool
+		last        *api.Message
+		wantState   qwenParserState
+	}{
+		{
+			desc:        "no thinking support => CollectingContent",
+			hasThinking: false,
+			last:        nil,
+			wantState:   CollectingContent,
+		},
+		{
+			desc:        "thinking support, no last message => CollectingThinkingContent",
+			hasThinking: true,
+			last:        nil,
+			wantState:   CollectingThinkingContent,
+		},
+		{
+			desc:        "thinking support, last assistant with empty content => CollectingThinkingContent",
+			hasThinking: true,
+			last:        &api.Message{Role: "assistant", Content: ""},
+			wantState:   CollectingThinkingContent,
+		},
+		{
+			desc:        "thinking support, last assistant with content => CollectingContent",
+			hasThinking: true,
+			last:        &api.Message{Role: "assistant", Content: "hello"},
+			wantState:   CollectingContent,
+		},
+		{
+			desc:        "thinking support, last is user => CollectingThinkingContent",
+			hasThinking: true,
+			last:        &api.Message{Role: "user", Content: "hi"},
+			wantState:   CollectingThinkingContent,
+		},
+	}
+
+	for _, tc := range cases {
+		parser := Qwen3VLParser{hasThinkingSupport: tc.hasThinking}
+		parser.Init(nil, tc.last)
+		if parser.state != tc.wantState {
+			t.Errorf("%s: got state %v, want %v", tc.desc, parser.state, tc.wantState)
+		}
+	}
+}
+
+func TestQwen3VLThinkingParserWithThinkingPrefill(t *testing.T) {
+	type step struct {
+		input      string
+		wantEvents []qwenEvent
+	}
+
+	cases := []struct {
+		desc  string
+		steps []step
+		only  bool
+	}{
+		{
+			desc: "thinking prefill",
+			steps: []step{
+				{input: "abc</think>", wantEvents: []qwenEvent{qwenEventThinkingContent{content: "abc"}}},
+			},
+		},
+		{
+			desc: "thinking prefill with content",
+			steps: []step{
+				{input: "abc</th", wantEvents: []qwenEvent{qwenEventThinkingContent{content: "abc"}}},
+				{input: "ink> def", wantEvents: []qwenEvent{qwenEventContent{content: "def"}}},
+			},
+		},
+		{
+			desc: "thinking prefill with fakeout",
+			steps: []step{
+				{input: "abc</think", wantEvents: []qwenEvent{qwenEventThinkingContent{content: "abc"}}},
+				{input: " fakeout </think", wantEvents: []qwenEvent{qwenEventThinkingContent{content: "</think fakeout"}}},
+				{input: ">", wantEvents: []qwenEvent{}},
+			},
+		},
+		{
+			desc: "thinking prefill with spaces",
+			steps: []step{
+				{input: "        </think> starting content", wantEvents: []qwenEvent{qwenEventContent{content: "starting content"}}},
+			},
+		},
+	}
+	last := &api.Message{Role: "assistant", Thinking: "i am thinking"} // so if there is thinking the test is still thinking
+
+	for _, tc := range cases {
+		t.Run(tc.desc, func(t *testing.T) {
+			parser := Qwen3VLParser{hasThinkingSupport: true}
+			parser.Init([]api.Tool{}, last)
+
+			for i, step := range tc.steps {
+				parser.buffer.WriteString(step.input)
+				gotEvents := parser.parseEvents()
+
+				if len(gotEvents) == 0 && len(step.wantEvents) == 0 {
+					// avoid deep equal on empty vs. nil slices
+					continue
+				}
+
+				if !reflect.DeepEqual(gotEvents, step.wantEvents) {
+					t.Errorf("step %d: input %q: got events %#v, want %#v", i, step.input, gotEvents, step.wantEvents)
+				}
+			}
+		})
+	}
+}
+
+func TestQwen3VLThinkingParserWithNonThinkingPrefill(t *testing.T) {
+	type step struct {
+		input      string
+		wantEvents []qwenEvent
+	}
+
+	cases := []struct {
+		desc  string
+		steps []step
+		only  bool
+	}{
+		{
+			desc: "thinking prefill",
+			steps: []step{
+				{input: "abc</think>", wantEvents: []qwenEvent{qwenEventContent{content: "abc</think>"}}},
+			},
+		},
+		{
+			desc: "thinking prefill with content",
+			steps: []step{
+				{input: "abc</th", wantEvents: []qwenEvent{qwenEventContent{content: "abc</th"}}},
+				{input: "ink> def", wantEvents: []qwenEvent{qwenEventContent{content: "ink> def"}}},
+			},
+		},
+		{
+			desc: "thinking prefill with fakeout",
+			steps: []step{
+				{input: "abc</think", wantEvents: []qwenEvent{qwenEventContent{content: "abc</think"}}},
+				{input: " fakeout </think", wantEvents: []qwenEvent{qwenEventContent{content: " fakeout </think"}}},
+				{input: ">", wantEvents: []qwenEvent{qwenEventContent{content: ">"}}},
+			},
+		},
+		{
+			desc: "thinking prefill with spaces",
+			steps: []step{
+				{input: "        </think> starting content", wantEvents: []qwenEvent{qwenEventContent{content: "        </think> starting content"}}},
+			},
+		},
+	}
+	last := &api.Message{Role: "assistant", Thinking: "i am thinking", Content: "i am content"} // so if there is thinking the test is still thinking
+
+	for _, tc := range cases {
+		t.Run(tc.desc, func(t *testing.T) {
+			parser := Qwen3VLParser{hasThinkingSupport: true}
+			parser.Init([]api.Tool{}, last)
+
+			for i, step := range tc.steps {
+				parser.buffer.WriteString(step.input)
+				gotEvents := parser.parseEvents()
+
+				if len(gotEvents) == 0 && len(step.wantEvents) == 0 {
+					// avoid deep equal on empty vs. nil slices
+					continue
+				}
+
+				if !reflect.DeepEqual(gotEvents, step.wantEvents) {
+					t.Errorf("step %d: input %q: got events %#v, want %#v", i, step.input, gotEvents, step.wantEvents)
+				}
+			}
+		})
+	}
+}
+
+func TestQwen3VLThinkingParserStreamingAssistantPrefillContent(t *testing.T) {
+	// last message is assistant with content ⇒ start in CollectingContent
+	last := &api.Message{Role: "assistant", Content: "has content"}
+	parser := Qwen3VLParser{hasThinkingSupport: true}
+	parser.Init([]api.Tool{}, last)
+
+	type step struct {
+		input      string
+		wantEvents []qwenEvent
+	}
+
+	steps := []step{
+		{input: "abc</think>", wantEvents: []qwenEvent{qwenEventContent{content: "abc</think>"}}},
+		{input: "<tool_call>{\"name\": \"x\", \"arguments\": {}}</tool_call>", wantEvents: []qwenEvent{qwenEventRawToolCall{raw: "{\"name\": \"x\", \"arguments\": {}}"}}},
+	}
+
+	for i, s := range steps {
+		parser.buffer.WriteString(s.input)
+		gotEvents := parser.parseEvents()
+		if len(gotEvents) == 0 && len(s.wantEvents) == 0 {
+			continue
+		}
+		if !reflect.DeepEqual(gotEvents, s.wantEvents) {
+			t.Fatalf("step %d: input %q: got %#v, want %#v", i, s.input, gotEvents, s.wantEvents)
+		}
+	}
+}
diff --git a/model/renderers/qwen3vl.go b/model/renderers/qwen3vl.go
index 7e49fea184d..8ea4abbbe85 100644
--- a/model/renderers/qwen3vl.go
+++ b/model/renderers/qwen3vl.go
@@ -48,13 +48,22 @@ func marshalWithSpaces(v any) ([]byte, error) {
 
 type Qwen3VLRenderer struct {
 	isThinking bool
+
+	useImgTags bool
 }
 
-func (r *Qwen3VLRenderer) renderContent(content api.Message, doVisionCount bool) string {
+func (r *Qwen3VLRenderer) renderContent(content api.Message) string {
 	// This assumes all images are at the front of the message - same assumption as ollama/ollama/runner.go
 	var subSb strings.Builder
 	for range content.Images {
-		subSb.WriteString("<|vision_start|><|image_pad|><|vision_end|>")
+		// TODO: (jmorganca): how to render this is different for different
+		// model backends, and so we should eventually parameterize this or
+		// only output a placeholder such as [img]
+		if r.useImgTags {
+			subSb.WriteString("[img]")
+		} else {
+			subSb.WriteString("<|vision_start|><|image_pad|><|vision_end|>")
+		}
 	}
 	// TODO: support videos
 
@@ -88,7 +97,7 @@ func (r *Qwen3VLRenderer) Render(messages []api.Message, tools []api.Tool, _ *ap
 		message := messages[i]
 		if multiStepTool && message.Role == "user" {
 			// Check if content starts with <tool_response> and ends with </tool_response>
-			content := r.renderContent(message, true)
+			content := r.renderContent(message)
 			if !(strings.HasPrefix(content, "<tool_response>") && strings.HasSuffix(content, "</tool_response>")) {
 				multiStepTool = false
 				lastQueryIndex = i
@@ -97,7 +106,7 @@ func (r *Qwen3VLRenderer) Render(messages []api.Message, tools []api.Tool, _ *ap
 	}
 
 	for i, message := range messages {
-		content := r.renderContent(message, true)
+		content := r.renderContent(message)
 
 		lastMessage := i == len(messages)-1
 		prefill := lastMessage && message.Role == "assistant"
diff --git a/model/renderers/qwen3vl_nonthinking_test.go b/model/renderers/qwen3vl_nonthinking_test.go
index 3f50a965ee6..d3377e39d79 100644
--- a/model/renderers/qwen3vl_nonthinking_test.go
+++ b/model/renderers/qwen3vl_nonthinking_test.go
@@ -9,11 +9,12 @@ import (
 
 func TestQwen3VLNonThinkingRenderer(t *testing.T) {
 	tests := []struct {
-		name     string
-		msgs     []api.Message
-		images   []api.ImageData
-		tools    []api.Tool
-		expected string
+		name       string
+		msgs       []api.Message
+		images     []api.ImageData
+		tools      []api.Tool
+		useImgTags bool
+		expected   string
 	}{
 		{
 			name: "prefill",
@@ -90,6 +91,18 @@ I'll check the weather in San Francisco for you.<think>Speak poetry after the fi
 			expected: `<|im_start|>user
 <|vision_start|><|image_pad|><|vision_end|>Describe this image.<|im_end|>
 <|im_start|>assistant
+Let me analyze this image.`,
+		},
+		{
+			name: "Image with image tags",
+			msgs: []api.Message{
+				{Role: "user", Content: "Describe this image.", Images: []api.ImageData{api.ImageData("img2")}},
+				{Role: "assistant", Content: "Let me analyze this image."},
+			},
+			useImgTags: true,
+			expected: `<|im_start|>user
+[img]Describe this image.<|im_end|>
+<|im_start|>assistant
 Let me analyze this image.`,
 		},
 		{
@@ -102,7 +115,18 @@ Let me analyze this image.`,
 <|im_start|>assistant
 `,
 		},
-
+		{
+			name: "Multiple images with image tags",
+			msgs: []api.Message{
+				{Role: "user", Content: "Describe these images.", Images: []api.ImageData{api.ImageData("img1"), api.ImageData("img2")}},
+				{Role: "assistant", Content: "Let me analyze this image."},
+			},
+			useImgTags: true,
+			expected: `<|im_start|>user
+[img][img]Describe these images.<|im_end|>
+<|im_start|>assistant
+Let me analyze this image.`,
+		},
 		// 		// NOTE: solved with #12518: https://github.com/ollama/ollama/compare/main...drifkin/stable-tool-args
 		// 		{
 		// 			name: "with tools and response",
@@ -485,7 +509,7 @@ I'll check.
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			rendered, err := (&Qwen3VLRenderer{false}).Render(tt.msgs, tt.tools, nil)
+			rendered, err := (&Qwen3VLRenderer{isThinking: false, useImgTags: tt.useImgTags}).Render(tt.msgs, tt.tools, nil)
 			if err != nil {
 				t.Fatal(err)
 			}
diff --git a/model/renderers/qwen3vl_thinking_test.go b/model/renderers/qwen3vl_thinking_test.go
index 2bb2c2d0d92..eb53e6a9295 100644
--- a/model/renderers/qwen3vl_thinking_test.go
+++ b/model/renderers/qwen3vl_thinking_test.go
@@ -323,7 +323,7 @@ Speak poetry after the first sentence.</think><think>Speak poetry after the seco
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			rendered, err := (&Qwen3VLRenderer{true}).Render(tt.msgs, tt.tools, nil)
+			rendered, err := (&Qwen3VLRenderer{isThinking: true}).Render(tt.msgs, tt.tools, nil)
 			if err != nil {
 				t.Fatal(err)
 			}
diff --git a/model/renderers/renderer.go b/model/renderers/renderer.go
index e97b4581dbd..d995579c195 100644
--- a/model/renderers/renderer.go
+++ b/model/renderers/renderer.go
@@ -17,6 +17,11 @@ type (
 	}
 )
 
+// RenderImgTags is a global flag that tells renderers to use [img] tags
+// for images. This is set by the Ollama server package on init, or left as
+// false for other environments where renderers are used
+var RenderImgTags bool
+
 func (r *RendererRegistry) Register(name string, renderer RendererConstructor) {
 	r.renderers[name] = renderer
 }
@@ -46,7 +51,10 @@ func rendererForName(name string) Renderer {
 		renderer := &Qwen3CoderRenderer{}
 		return renderer
 	case "qwen3-vl-instruct":
-		renderer := &Qwen3VLRenderer{false}
+		renderer := &Qwen3VLRenderer{isThinking: false, useImgTags: RenderImgTags}
+		return renderer
+	case "qwen3-vl-thinking":
+		renderer := &Qwen3VLRenderer{isThinking: true, useImgTags: RenderImgTags}
 		return renderer
 	default:
 		return nil
diff --git a/server/routes.go b/server/routes.go
index e65b0ed7d26..80c00cb69f1 100644
--- a/server/routes.go
+++ b/server/routes.go
@@ -39,6 +39,7 @@ import (
 	"github.com/ollama/ollama/logutil"
 	"github.com/ollama/ollama/middleware"
 	"github.com/ollama/ollama/model/parsers"
+	"github.com/ollama/ollama/model/renderers"
 	"github.com/ollama/ollama/server/internal/client/ollama"
 	"github.com/ollama/ollama/server/internal/registry"
 	"github.com/ollama/ollama/template"
@@ -91,6 +92,9 @@ func init() {
 	}
 
 	gin.SetMode(mode)
+
+	// Tell renderers to use [img] tags
+	renderers.RenderImgTags = true
 }
 
 var (