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 OP11-14 step200 summary JSON
Browse files
020305/evals/rl_ckpt18809_op11_14_step200_merged_hf/summary.json
ADDED
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"checkpoint": "rl_ckpt18809_op11_14_step200_merged_hf",
|
| 4 |
+
"id_acc": 0.8007092013888889,
|
| 5 |
+
"ood_acc": 0.3696015625,
|
| 6 |
+
"total_acc": 0.5738104440789473,
|
| 7 |
+
"id_avg_loss": 0.0,
|
| 8 |
+
"ood_avg_loss": 0.0,
|
| 9 |
+
"total_avg_loss": 0.0,
|
| 10 |
+
"id_avg_resp_len": 205.96150868055557,
|
| 11 |
+
"ood_avg_resp_len": 344.95646328125,
|
| 12 |
+
"count_id": 1152000,
|
| 13 |
+
"count_ood": 1280000,
|
| 14 |
+
"count_total": 2432000,
|
| 15 |
+
"template_metrics": {
|
| 16 |
+
"crazy_zootopia": {
|
| 17 |
+
"count": 809728,
|
| 18 |
+
"correct": 462000,
|
| 19 |
+
"answer_accuracy": 0.5705619664875119,
|
| 20 |
+
"avg_response_len": 266.65483841487514,
|
| 21 |
+
"resp_tokens_sum": 215917889,
|
| 22 |
+
"pass_at_k": {
|
| 23 |
+
"pass@1": 0.5705619664875119,
|
| 24 |
+
"pass@2": 0.6188662400641347,
|
| 25 |
+
"pass@4": 0.6598397585991788,
|
| 26 |
+
"pass@8": 0.6947804888680269,
|
| 27 |
+
"pass@16": 0.7245472702197145,
|
| 28 |
+
"pass@32": 0.750087405725655,
|
| 29 |
+
"pass@64": 0.7725793814253182,
|
| 30 |
+
"pass@128": 0.7941827379070503
|
| 31 |
+
},
|
| 32 |
+
"per_op_pass_at_k": {
|
| 33 |
+
"10": {
|
| 34 |
+
"pass@1": 0.7438928834808259,
|
| 35 |
+
"pass@2": 0.7712075087682627,
|
| 36 |
+
"pass@4": 0.788484906477398,
|
| 37 |
+
"pass@8": 0.8018591228191637,
|
| 38 |
+
"pass@16": 0.8135185053075238,
|
| 39 |
+
"pass@32": 0.8235877070408618,
|
| 40 |
+
"pass@64": 0.8328438858320545,
|
| 41 |
+
"pass@128": 0.8436578171091446
|
| 42 |
+
},
|
| 43 |
+
"2": {
|
| 44 |
+
"pass@1": 0.9810893691588785,
|
| 45 |
+
"pass@2": 0.9871046894547059,
|
| 46 |
+
"pass@4": 0.9915101111776916,
|
| 47 |
+
"pass@8": 0.9953947938305675,
|
| 48 |
+
"pass@16": 0.9983396076986927,
|
| 49 |
+
"pass@32": 0.9997843988181119,
|
| 50 |
+
"pass@64": 0.9999987690221049,
|
| 51 |
+
"pass@128": 1.0
|
| 52 |
+
},
|
| 53 |
+
"3": {
|
| 54 |
+
"pass@1": 0.9368310397553516,
|
| 55 |
+
"pass@2": 0.9563964338173326,
|
| 56 |
+
"pass@4": 0.9680231226830587,
|
| 57 |
+
"pass@8": 0.9768358309888281,
|
| 58 |
+
"pass@16": 0.9847138767567563,
|
| 59 |
+
"pass@32": 0.9918844396490281,
|
| 60 |
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