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: 020305 RL OP13-20 step200 summary JSON
Browse files
020305/evals/rl_ckpt18809_op13_20_step200_merged_hf/summary.json
ADDED
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"checkpoint": "rl_ckpt18809_op13_20_step200_merged_hf",
|
| 4 |
+
"id_acc": 0.6831440972222222,
|
| 5 |
+
"ood_acc": 0.28934609375,
|
| 6 |
+
"total_acc": 0.47588199013157895,
|
| 7 |
+
"id_avg_loss": 0.0,
|
| 8 |
+
"ood_avg_loss": 0.0,
|
| 9 |
+
"total_avg_loss": 0.0,
|
| 10 |
+
"id_avg_resp_len": 199.82384895833334,
|
| 11 |
+
"ood_avg_resp_len": 313.83307109375,
|
| 12 |
+
"count_id": 1152000,
|
| 13 |
+
"count_ood": 1280000,
|
| 14 |
+
"count_total": 2432000,
|
| 15 |
+
"template_metrics": {
|
| 16 |
+
"crazy_zootopia": {
|
| 17 |
+
"count": 809728,
|
| 18 |
+
"correct": 381241,
|
| 19 |
+
"answer_accuracy": 0.47082600576983874,
|
| 20 |
+
"avg_response_len": 248.62063680643377,
|
| 21 |
+
"resp_tokens_sum": 201315091,
|
| 22 |
+
"pass_at_k": {
|
| 23 |
+
"pass@1": 0.47082600576983874,
|
| 24 |
+
"pass@2": 0.5420628659438301,
|
| 25 |
+
"pass@4": 0.60205425237215,
|
| 26 |
+
"pass@8": 0.651081216510764,
|
| 27 |
+
"pass@16": 0.6908459763141861,
|
| 28 |
+
"pass@32": 0.7243716711064014,
|
| 29 |
+
"pass@64": 0.7542292077612036,
|
| 30 |
+
"pass@128": 0.7809042048687954
|
| 31 |
+
},
|
| 32 |
+
"per_op_pass_at_k": {
|
| 33 |
+
"10": {
|
| 34 |
+
"pass@1": 0.5741380899705014,
|
| 35 |
+
"pass@2": 0.6374345283720061,
|
| 36 |
+
"pass@4": 0.6877484625815574,
|
| 37 |
+
"pass@8": 0.7339820506256319,
|
| 38 |
+
"pass@16": 0.7768820473639336,
|
| 39 |
+
"pass@32": 0.8134513625208626,
|
| 40 |
+
"pass@64": 0.8442222274966321,
|
| 41 |
+
"pass@128": 0.8672566371681416
|
| 42 |
+
},
|
| 43 |
+
"2": {
|
| 44 |
+
"pass@1": 0.9447770638629284,
|
| 45 |
+
"pass@2": 0.9496820344886795,
|
| 46 |
+
"pass@4": 0.9534258314089241,
|
| 47 |
+
"pass@8": 0.9564988072518206,
|
| 48 |
+
"pass@16": 0.9596533365254536,
|
| 49 |
+
"pass@32": 0.9640128309589705,
|
| 50 |
+
"pass@64": 0.9696471858423932,
|
| 51 |
+
"pass@128": 0.9750778816199377
|
| 52 |
+
},
|
| 53 |
+
"3": {
|
| 54 |
+
"pass@1": 0.890075496941896,
|
| 55 |
+
"pass@2": 0.9153731428640232,
|
| 56 |
+
"pass@4": 0.9288290752646745,
|
| 57 |
+
"pass@8": 0.9363709567903885,
|
| 58 |
+
"pass@16": 0.9418395773507783,
|
| 59 |
+
"pass@32": 0.9473595562005767,
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| 60 |
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