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 pretrain checkpoint-18809 summary JSON
Browse files
020305/evals/pretrain_ckpt18809/summary.json
ADDED
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"checkpoint": "pretrain_ckpt18809",
|
| 4 |
+
"id_acc": 0.3620373263888889,
|
| 5 |
+
"ood_acc": 0.1004375,
|
| 6 |
+
"total_acc": 0.2243532072368421,
|
| 7 |
+
"id_avg_loss": 0.0,
|
| 8 |
+
"ood_avg_loss": 0.0,
|
| 9 |
+
"total_avg_loss": 0.0,
|
| 10 |
+
"id_avg_resp_len": 204.96420920138888,
|
| 11 |
+
"ood_avg_resp_len": 293.3315125,
|
| 12 |
+
"count_id": 1152000,
|
| 13 |
+
"count_ood": 1280000,
|
| 14 |
+
"count_total": 2432000,
|
| 15 |
+
"template_metrics": {
|
| 16 |
+
"crazy_zootopia": {
|
| 17 |
+
"count": 809728,
|
| 18 |
+
"correct": 174960,
|
| 19 |
+
"answer_accuracy": 0.2160725576983876,
|
| 20 |
+
"avg_response_len": 240.2238331884287,
|
| 21 |
+
"resp_tokens_sum": 194515964,
|
| 22 |
+
"pass_at_k": {
|
| 23 |
+
"pass@1": 0.2160725576983876,
|
| 24 |
+
"pass@2": 0.26710561773558145,
|
| 25 |
+
"pass@4": 0.32056310265299404,
|
| 26 |
+
"pass@8": 0.37358226413942236,
|
| 27 |
+
"pass@16": 0.42426905582922897,
|
| 28 |
+
"pass@32": 0.47242045998358206,
|
| 29 |
+
"pass@64": 0.5179877228554772,
|
| 30 |
+
"pass@128": 0.5608599430920013
|
| 31 |
+
},
|
| 32 |
+
"per_op_pass_at_k": {
|
| 33 |
+
"10": {
|
| 34 |
+
"pass@1": 0.16118178466076696,
|
| 35 |
+
"pass@2": 0.21100700009290868,
|
| 36 |
+
"pass@4": 0.26204468053219016,
|
| 37 |
+
"pass@8": 0.313965959315187,
|
| 38 |
+
"pass@16": 0.3669307944259261,
|
| 39 |
+
"pass@32": 0.4192929029900247,
|
| 40 |
+
"pass@64": 0.4697690954137164,
|
| 41 |
+
"pass@128": 0.5221238938053098
|
| 42 |
+
},
|
| 43 |
+
"2": {
|
| 44 |
+
"pass@1": 0.6974785825545171,
|
| 45 |
+
"pass@2": 0.7498029962960233,
|
| 46 |
+
"pass@4": 0.7984764164993392,
|
| 47 |
+
"pass@8": 0.8426580781725969,
|
| 48 |
+
"pass@16": 0.8811400390570819,
|
| 49 |
+
"pass@32": 0.9154355567676705,
|
| 50 |
+
"pass@64": 0.9439033477168228,
|
| 51 |
+
"pass@128": 0.9626168224299065
|
| 52 |
+
},
|
| 53 |
+
"3": {
|
| 54 |
+
"pass@1": 0.6284881498470948,
|
| 55 |
+
"pass@2": 0.6921070968479855,
|
| 56 |
+
"pass@4": 0.7454523299266487,
|
| 57 |
+
"pass@8": 0.7916577080236396,
|
| 58 |
+
"pass@16": 0.8325218506692965,
|
| 59 |
+
"pass@32": 0.8683391227625886,
|
| 60 |
+
"pass@64": 0.8968584133079681,
|
| 61 |
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