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 pretrain checkpoint-18586 summary JSON
Browse files
050302/evals/pretrain_050302_ckpt18586/summary.json
ADDED
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"checkpoint": "pretrain_050302_ckpt18586",
|
| 4 |
+
"id_acc": 0.6591371527777777,
|
| 5 |
+
"ood_acc": 0.1743203125,
|
| 6 |
+
"total_acc": 0.4039703947368421,
|
| 7 |
+
"id_avg_loss": 0.0,
|
| 8 |
+
"ood_avg_loss": 0.0,
|
| 9 |
+
"total_avg_loss": 0.0,
|
| 10 |
+
"id_avg_resp_len": 202.56687413194445,
|
| 11 |
+
"ood_avg_resp_len": 301.8644203125,
|
| 12 |
+
"count_id": 1152000,
|
| 13 |
+
"count_ood": 1280000,
|
| 14 |
+
"count_total": 2432000,
|
| 15 |
+
"template_metrics": {
|
| 16 |
+
"crazy_zootopia": {
|
| 17 |
+
"count": 809728,
|
| 18 |
+
"correct": 326673,
|
| 19 |
+
"answer_accuracy": 0.40343547462851725,
|
| 20 |
+
"avg_response_len": 243.4344248932975,
|
| 21 |
+
"resp_tokens_sum": 197115670,
|
| 22 |
+
"pass_at_k": {
|
| 23 |
+
"pass@1": 0.40343547462851725,
|
| 24 |
+
"pass@2": 0.46300600835572403,
|
| 25 |
+
"pass@4": 0.5211690059747147,
|
| 26 |
+
"pass@8": 0.5776619983204903,
|
| 27 |
+
"pass@16": 0.6303095820829564,
|
| 28 |
+
"pass@32": 0.6763947073834303,
|
| 29 |
+
"pass@64": 0.7152368285303596,
|
| 30 |
+
"pass@128": 0.7492886500158078
|
| 31 |
+
},
|
| 32 |
+
"per_op_pass_at_k": {
|
| 33 |
+
"10": {
|
| 34 |
+
"pass@1": 0.5485342920353983,
|
| 35 |
+
"pass@2": 0.6212945381274241,
|
| 36 |
+
"pass@4": 0.6798927465372133,
|
| 37 |
+
"pass@8": 0.7329713189633855,
|
| 38 |
+
"pass@16": 0.7809185330850646,
|
| 39 |
+
"pass@32": 0.8214210274584312,
|
| 40 |
+
"pass@64": 0.8545478788781176,
|
| 41 |
+
"pass@128": 0.8820058997050148
|
| 42 |
+
},
|
| 43 |
+
"2": {
|
| 44 |
+
"pass@1": 0.9669976635514018,
|
| 45 |
+
"pass@2": 0.9762200431721738,
|
| 46 |
+
"pass@4": 0.9828518164201436,
|
| 47 |
+
"pass@8": 0.988660768625104,
|
| 48 |
+
"pass@16": 0.9928562993950985,
|
| 49 |
+
"pass@32": 0.9949676562841662,
|
| 50 |
+
"pass@64": 0.9961110638984689,
|
| 51 |
+
"pass@128": 0.9968847352024922
|
| 52 |
+
},
|
| 53 |
+
"3": {
|
| 54 |
+
"pass@1": 0.9523604740061162,
|
| 55 |
+
"pass@2": 0.965793481663416,
|
| 56 |
+
"pass@4": 0.9743357550489675,
|
| 57 |
+
"pass@8": 0.9804021050148144,
|
| 58 |
+
"pass@16": 0.9847239199729213,
|
| 59 |
+
"pass@32": 0.9876441175361615,
|
| 60 |
+
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