Instructions to use reaperdoesntknow/Qwen3-1.7B-Thinking-Distil with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use reaperdoesntknow/Qwen3-1.7B-Thinking-Distil with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="reaperdoesntknow/Qwen3-1.7B-Thinking-Distil")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("reaperdoesntknow/Qwen3-1.7B-Thinking-Distil")
model = AutoModelForCausalLM.from_pretrained("reaperdoesntknow/Qwen3-1.7B-Thinking-Distil", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use reaperdoesntknow/Qwen3-1.7B-Thinking-Distil with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil

SGLang

How to use reaperdoesntknow/Qwen3-1.7B-Thinking-Distil with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "reaperdoesntknow/Qwen3-1.7B-Thinking-Distil",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use reaperdoesntknow/Qwen3-1.7B-Thinking-Distil with Docker Model Runner:
```
docker model run hf.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil
```

reaperdoesntknow commited on Aug 3

Commit

91265b1

verified ·

1 Parent(s): 820490b

Drop contradictory download columns + stale footer

Browse files

Files changed (1) hide show

README.md +16 -18

README.md CHANGED Viewed

@@ -131,13 +131,13 @@ Different paths, different capabilities. This model prioritizes extended reasoni
 ## DistilQwen Collection
-| Model | Downloads | What It Does |
-|-------|-----------|-------------|
-| **[Qwen3-1.7B-Thinking-Distil](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil)** | **1,188** | **← this model. Thinking teacher SFT.** |
-| [TopologicalQwen](https://huggingface.co/reaperdoesntknow/TopologicalQwen) | 1,134 | Full TKD pipeline. BV decomposition + DualMind format. |
-| [DiStil-Qwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DiStil-Qwen3-1.7B-uncensored) | 1,030 | DISC-informed uncensored distillation. |
-| [Qwen3-1.7B-Coder-Distilled-SFT](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT) | 966 | Coder teacher. Hierarchical problem solving. |
-| [DistilQwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DistilQwen3-1.7B-uncensored) | 832 | Base uncensored variant. |
 Full collection: [DistilQwen on HuggingFace](https://huggingface.co/collections/reaperdoesntknow/distilqwen-69bf40ec669117e3f069ef1c)
@@ -182,7 +182,7 @@ Standard knowledge distillation captures only term 1. Topological Knowledge Dist
 ---
-*Convergent Intelligence LLC: Research Division — 49 models, 22,598 downloads across the portfolio.*
 *[Full portfolio](https://huggingface.co/reaperdoesntknow) | [DistilQwen Collection](https://huggingface.co/collections/reaperdoesntknow/distilqwen-69bf40ec669117e3f069ef1c) | [DualMind Collection](https://huggingface.co/collections/reaperdoesntknow/dualmind-69c93f888c6e79ecc69cf41e)*
 ---
@@ -193,14 +193,14 @@ Standard knowledge distillation captures only term 1. Topological Knowledge Dist
 ### Related Models
-| Model | Downloads | Format |
-|-------|-----------|--------|
-| [TopologicalQwen](https://huggingface.co/reaperdoesntknow/TopologicalQwen) | 1,974 | BF16 |
-| [Qwen3-1.7B-Thinking-Distil](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil) | 1,903 | BF16 |
-| [Qwen3-1.7B-Coder-Distilled-SFT](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT) | 1,677 | BF16 |
-| [DiStil-Qwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DiStil-Qwen3-1.7B-uncensored) | 1,602 | BF16 |
-| [DistilQwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DistilQwen3-1.7B-uncensored) | 1,574 | BF16 |
-| [Qwen3-1.7B-Distilled-30B-A3B](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Distilled-30B-A3B) | 1,138 | BF16 |
 ### Papers
@@ -211,6 +211,4 @@ Standard knowledge distillation captures only term 1. Topological Knowledge Dist
 | [Discrepancy Calculus](https://huggingface.co/reaperdoesntknow/Discrepancy_Calculus) | 10.57967/hf/8194 |
 ---
-*Last updated: 2026-03-31 by Convergent Intelligence LLC: Research Division*
 <!-- cix-keeper-ts:2026-08-03T13:16:26Z -->

 ## DistilQwen Collection
+| Model | What It Does |
+|-------|-------------|
+| **[Qwen3-1.7B-Thinking-Distil](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil)** | **← this model. Thinking teacher SFT.** |
+| [TopologicalQwen](https://huggingface.co/reaperdoesntknow/TopologicalQwen) | Full TKD pipeline. BV decomposition + DualMind format. |
+| [DiStil-Qwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DiStil-Qwen3-1.7B-uncensored) | DISC-informed uncensored distillation. |
+| [Qwen3-1.7B-Coder-Distilled-SFT](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT) | Coder teacher. Hierarchical problem solving. |
+| [DistilQwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DistilQwen3-1.7B-uncensored) | Base uncensored variant. |
 Full collection: [DistilQwen on HuggingFace](https://huggingface.co/collections/reaperdoesntknow/distilqwen-69bf40ec669117e3f069ef1c)
 ---
+*Convergent Intelligence LLC: Research Division.*
 *[Full portfolio](https://huggingface.co/reaperdoesntknow) | [DistilQwen Collection](https://huggingface.co/collections/reaperdoesntknow/distilqwen-69bf40ec669117e3f069ef1c) | [DualMind Collection](https://huggingface.co/collections/reaperdoesntknow/dualmind-69c93f888c6e79ecc69cf41e)*
 ---
 ### Related Models
+| Model | Format |
+|-------|--------|
+| [TopologicalQwen](https://huggingface.co/reaperdoesntknow/TopologicalQwen) | BF16 |
+| [Qwen3-1.7B-Thinking-Distil](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Thinking-Distil) | BF16 |
+| [Qwen3-1.7B-Coder-Distilled-SFT](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT) | BF16 |
+| [DiStil-Qwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DiStil-Qwen3-1.7B-uncensored) | BF16 |
+| [DistilQwen3-1.7B-uncensored](https://huggingface.co/reaperdoesntknow/DistilQwen3-1.7B-uncensored) | BF16 |
+| [Qwen3-1.7B-Distilled-30B-A3B](https://huggingface.co/reaperdoesntknow/Qwen3-1.7B-Distilled-30B-A3B) | BF16 |
 ### Papers
 | [Discrepancy Calculus](https://huggingface.co/reaperdoesntknow/Discrepancy_Calculus) | 10.57967/hf/8194 |
 ---
 <!-- cix-keeper-ts:2026-08-03T13:16:26Z -->