Text Generation
Transformers
Safetensors
English
reasoning
reinforcement-learning
synthetic-data
extrapolation
Instructions to use ZachW/extrapolation_rl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ZachW/extrapolation_rl with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ZachW/extrapolation_rl")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ZachW/extrapolation_rl", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ZachW/extrapolation_rl with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ZachW/extrapolation_rl" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZachW/extrapolation_rl", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/ZachW/extrapolation_rl
- SGLang
How to use ZachW/extrapolation_rl 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 "ZachW/extrapolation_rl" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZachW/extrapolation_rl", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'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 "ZachW/extrapolation_rl" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZachW/extrapolation_rl", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use ZachW/extrapolation_rl with Docker Model Runner:
docker model run hf.co/ZachW/extrapolation_rl
Upload extrapolation artifact: 050302 OPD Ref-KL step20 summary JSON
Browse files
050302/evals/opd_refkl_sweep/step20/summary.json
ADDED
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"checkpoint": "opd050302_refkl_s020_merged_hf",
|
| 4 |
+
"id_acc": 0.7176015625,
|
| 5 |
+
"ood_acc": 0.32198828125,
|
| 6 |
+
"total_acc": 0.5093840460526315,
|
| 7 |
+
"id_avg_loss": 0.0,
|
| 8 |
+
"ood_avg_loss": 0.0,
|
| 9 |
+
"total_avg_loss": 0.0,
|
| 10 |
+
"id_avg_resp_len": 204.70313541666667,
|
| 11 |
+
"ood_avg_resp_len": 345.2811734375,
|
| 12 |
+
"count_id": 1152000,
|
| 13 |
+
"count_ood": 1280000,
|
| 14 |
+
"count_total": 2432000,
|
| 15 |
+
"template_metrics": {
|
| 16 |
+
"crazy_zootopia": {
|
| 17 |
+
"count": 809728,
|
| 18 |
+
"correct": 413376,
|
| 19 |
+
"answer_accuracy": 0.5105121719886184,
|
| 20 |
+
"avg_response_len": 266.856698792681,
|
| 21 |
+
"resp_tokens_sum": 216081341,
|
| 22 |
+
"pass_at_k": {
|
| 23 |
+
"pass@1": 0.5105121719886184,
|
| 24 |
+
"pass@2": 0.5951151711720979,
|
| 25 |
+
"pass@4": 0.673061658970826,
|
| 26 |
+
"pass@8": 0.7391676582519209,
|
| 27 |
+
"pass@16": 0.7917103283238716,
|
| 28 |
+
"pass@32": 0.8326173602195277,
|
| 29 |
+
"pass@64": 0.8652732057281426,
|
| 30 |
+
"pass@128": 0.8929813468226367
|
| 31 |
+
},
|
| 32 |
+
"per_op_pass_at_k": {
|
| 33 |
+
"10": {
|
| 34 |
+
"pass@1": 0.634010877581121,
|
| 35 |
+
"pass@2": 0.7062465159222352,
|
| 36 |
+
"pass@4": 0.7644947741598669,
|
| 37 |
+
"pass@8": 0.8116146694006208,
|
| 38 |
+
"pass@16": 0.8500404109788816,
|
| 39 |
+
"pass@32": 0.8823162461259979,
|
| 40 |
+
"pass@64": 0.9080247505948481,
|
| 41 |
+
"pass@128": 0.9292035398230089
|
| 42 |
+
},
|
| 43 |
+
"2": {
|
| 44 |
+
"pass@1": 0.9585280373831776,
|
| 45 |
+
"pass@2": 0.9780915783599481,
|
| 46 |
+
"pass@4": 0.9890098019289645,
|
| 47 |
+
"pass@8": 0.9938439457645543,
|
| 48 |
+
"pass@16": 0.9957206822087614,
|
| 49 |
+
"pass@32": 0.9965938226565182,
|
| 50 |
+
"pass@64": 0.996875090732355,
|
| 51 |
+
"pass@128": 0.9968847352024922
|
| 52 |
+
},
|
| 53 |
+
"3": {
|
| 54 |
+
"pass@1": 0.9226873088685015,
|
| 55 |
+
"pass@2": 0.9478967257819837,
|
| 56 |
+
"pass@4": 0.9646036410012971,
|
| 57 |
+
"pass@8": 0.9763763418391889,
|
| 58 |
+
"pass@16": 0.9838775300421752,
|
| 59 |
+
"pass@32": 0.9883739662533801,
|
| 60 |
+
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