Text Generation
Transformers
TensorBoard
Safetensors
English
qwen3
byte-level
pretraining
symbolic
text-generation-inference
Instructions to use dotlabs/void.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dotlabs/void.1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="dotlabs/void.1")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("dotlabs/void.1") model = AutoModelForCausalLM.from_pretrained("dotlabs/void.1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use dotlabs/void.1 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "dotlabs/void.1" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "dotlabs/void.1", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/dotlabs/void.1
- SGLang
How to use dotlabs/void.1 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 "dotlabs/void.1" \ --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": "dotlabs/void.1", "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 "dotlabs/void.1" \ --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": "dotlabs/void.1", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use dotlabs/void.1 with Docker Model Runner:
docker model run hf.co/dotlabs/void.1
Qwen90M step 285000; complete resumable checkpoint
Browse files- complete.json +7 -7
- coverage.json +46 -46
- latest.json +1 -1
- model.safetensors +1 -1
- performance.json +4 -4
- shard_scheduler.json +244 -40
- trainer.pt +2 -2
- training_config.json +2 -2
complete.json
CHANGED
|
@@ -1,18 +1,18 @@
|
|
| 1 |
{
|
| 2 |
-
"step":
|
| 3 |
"files": {
|
| 4 |
"config.json": "cbc72137da3dae65085a2a8c39ad7634d16bf92d785ca00d283ee82fe32b37e7",
|
| 5 |
"generation_config.json": "54ed0d19f6226888c91157964ede8a892bd5ae175bfad85336152b3d9b6cd7c4",
|
| 6 |
-
"model.safetensors": "
|
| 7 |
"tokenization_byte.py": "279b9990f77b1eaedc7c1184fe13d60273a713ead856200f1fb9ae323c7b1e03",
|
| 8 |
"tokenizer_config.json": "0ecbd4fd39e35125800d806af981ba0cacd8a7ba5f02c9e729c4ecc54af6d300",
|
| 9 |
"special_tokens_map.json": "20d4b94d0e657c3f44d9123522c106e7315b6c1a1b6d259478f17bd2918b1263",
|
| 10 |
"byte_vocab.json": "57a1cd2e70dd5b7cc6fd2eaa12ebfcd173c1620fa5d45c2c6282511c29b6a5f6",
|
| 11 |
-
"trainer.pt": "
|
| 12 |
-
"training_config.json": "
|
| 13 |
-
"performance.json": "
|
| 14 |
-
"shard_scheduler.json": "
|
| 15 |
-
"coverage.json": "
|
| 16 |
"README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"
|
| 17 |
},
|
| 18 |
"signature": "9fee47918905b0750bee87876aa424f021ccc4507ee8db22a11d01fbc6109063"
|
|
|
|
| 1 |
{
|
| 2 |
+
"step": 285000,
|
| 3 |
"files": {
|
| 4 |
"config.json": "cbc72137da3dae65085a2a8c39ad7634d16bf92d785ca00d283ee82fe32b37e7",
|
| 5 |
"generation_config.json": "54ed0d19f6226888c91157964ede8a892bd5ae175bfad85336152b3d9b6cd7c4",
|
| 6 |
+
"model.safetensors": "8ac057f2166a1e4db0ce4a9415d89891b9b8ddcc52297129f86c08f788b2758b",
|
| 7 |
"tokenization_byte.py": "279b9990f77b1eaedc7c1184fe13d60273a713ead856200f1fb9ae323c7b1e03",
|
| 8 |
"tokenizer_config.json": "0ecbd4fd39e35125800d806af981ba0cacd8a7ba5f02c9e729c4ecc54af6d300",
|
| 9 |
"special_tokens_map.json": "20d4b94d0e657c3f44d9123522c106e7315b6c1a1b6d259478f17bd2918b1263",
|
| 10 |
"byte_vocab.json": "57a1cd2e70dd5b7cc6fd2eaa12ebfcd173c1620fa5d45c2c6282511c29b6a5f6",
|
| 11 |
+
"trainer.pt": "f77cbd7043301ba03a27d0fc3fb559b972721c8fb60167219ee0788286252c59",
|
| 12 |
+
"training_config.json": "2122ad6f8105987f9b87dd55d13b632084853908566b081c829ffe801259e2bf",
|
| 13 |
+
"performance.json": "f89f82c3f4c44a52fcd532346ea71580902d757e59e1961e9b2bed0030259dba",
|
| 14 |
+
"shard_scheduler.json": "5316864976580fabdbfc5b4749a2a377f1a44f787f1e27a21ee310ec16436feb",
|
| 15 |
+
"coverage.json": "e35c09a84496ab9947c7e21ef4a25e40c3c17be24bb510256b35b90dd258081c",
|
| 16 |
"README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"
|
| 17 |
},
|
| 18 |
"signature": "9fee47918905b0750bee87876aa424f021ccc4507ee8db22a11d01fbc6109063"
|
coverage.json
CHANGED
|
@@ -1,107 +1,107 @@
|
|
| 1 |
{
|
| 2 |
-
"step":
|
| 3 |
"stats": {
|
| 4 |
-
"climbmix/blocks":
|
| 5 |
-
"climbmix/targets":
|
| 6 |
-
"climbmix/input_tokens":
|
| 7 |
-
"ultra_qa/blocks":
|
| 8 |
-
"ultra_qa/targets":
|
| 9 |
-
"ultra_qa/input_tokens":
|
| 10 |
-
"cortex/blocks":
|
| 11 |
-
"cortex/targets":
|
| 12 |
-
"cortex/input_tokens":
|
| 13 |
-
"ultra_style/blocks":
|
| 14 |
-
"ultra_style/targets":
|
| 15 |
-
"ultra_style/input_tokens":
|
| 16 |
-
"openmath/blocks":
|
| 17 |
-
"openmath/targets":
|
| 18 |
-
"openmath/input_tokens":
|
| 19 |
-
"rewrite6/blocks":
|
| 20 |
-
"rewrite6/targets":
|
| 21 |
-
"rewrite6/input_tokens":
|
| 22 |
},
|
| 23 |
"sources": {
|
| 24 |
"climbmix": {
|
| 25 |
-
"page":
|
| 26 |
-
"row":
|
| 27 |
"start": {
|
| 28 |
-
"file":
|
| 29 |
"reader": {
|
| 30 |
"format": "parquet-row-v1",
|
| 31 |
-
"row_group":
|
| 32 |
"row": 1024
|
| 33 |
}
|
| 34 |
},
|
| 35 |
"epoch": 0,
|
| 36 |
-
"offset":
|
| 37 |
-
"documents":
|
| 38 |
},
|
| 39 |
"rewrite6": {
|
| 40 |
-
"page":
|
| 41 |
-
"row":
|
| 42 |
"start": {
|
| 43 |
"file": 0,
|
| 44 |
"reader": {
|
| 45 |
"format": "jsonl-row-v1",
|
| 46 |
-
"row":
|
| 47 |
}
|
| 48 |
},
|
| 49 |
"epoch": 15,
|
| 50 |
-
"offset":
|
| 51 |
-
"documents":
|
| 52 |
},
|
| 53 |
"openmath": {
|
| 54 |
-
"page":
|
| 55 |
-
"row":
|
| 56 |
"start": {
|
| 57 |
"file": 8,
|
| 58 |
"reader": {
|
| 59 |
"format": "parquet-row-v1",
|
| 60 |
-
"row_group":
|
| 61 |
-
"row":
|
| 62 |
}
|
| 63 |
},
|
| 64 |
"epoch": 0,
|
| 65 |
"offset": 2048,
|
| 66 |
-
"documents":
|
| 67 |
},
|
| 68 |
"ultra_qa": {
|
| 69 |
-
"page":
|
| 70 |
-
"row":
|
| 71 |
"start": {
|
| 72 |
"file": 2,
|
| 73 |
"reader": {
|
| 74 |
"format": "parquet-row-v1",
|
| 75 |
"row_group": 7,
|
| 76 |
-
"row":
|
| 77 |
}
|
| 78 |
},
|
| 79 |
"epoch": 0,
|
| 80 |
"offset": 2048,
|
| 81 |
-
"documents":
|
| 82 |
},
|
| 83 |
"ultra_style": {
|
| 84 |
-
"page":
|
| 85 |
-
"row":
|
| 86 |
"start": {
|
| 87 |
"file": 3,
|
| 88 |
"reader": {
|
| 89 |
"format": "parquet-row-v1",
|
| 90 |
"row_group": 3,
|
| 91 |
-
"row":
|
| 92 |
}
|
| 93 |
},
|
| 94 |
"epoch": 0,
|
| 95 |
"offset": 2048,
|
| 96 |
-
"documents":
|
| 97 |
},
|
| 98 |
"cortex": {
|
| 99 |
-
"page":
|
| 100 |
-
"row":
|
| 101 |
"start": null,
|
| 102 |
"epoch": 0,
|
| 103 |
"offset": 0,
|
| 104 |
-
"documents":
|
| 105 |
}
|
| 106 |
}
|
| 107 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"step": 285000,
|
| 3 |
"stats": {
|
| 4 |
+
"climbmix/blocks": 10260000,
|
| 5 |
+
"climbmix/targets": 17151447815,
|
| 6 |
+
"climbmix/input_tokens": 17152534864,
|
| 7 |
+
"ultra_qa/blocks": 3847500,
|
| 8 |
+
"ultra_qa/targets": 6276806703,
|
| 9 |
+
"ultra_qa/input_tokens": 6276818734,
|
| 10 |
+
"cortex/blocks": 3847500,
|
| 11 |
+
"cortex/targets": 146351608,
|
| 12 |
+
"cortex/input_tokens": 6115948834,
|
| 13 |
+
"ultra_style/blocks": 3847500,
|
| 14 |
+
"ultra_style/targets": 6085396148,
|
| 15 |
+
"ultra_style/input_tokens": 6085715990,
|
| 16 |
+
"openmath/blocks": 2565000,
|
| 17 |
+
"openmath/targets": 3963414207,
|
| 18 |
+
"openmath/input_tokens": 3964735574,
|
| 19 |
+
"rewrite6/blocks": 1282500,
|
| 20 |
+
"rewrite6/targets": 2102512928,
|
| 21 |
+
"rewrite6/input_tokens": 2104817984
|
| 22 |
},
|
| 23 |
"sources": {
|
| 24 |
"climbmix": {
|
| 25 |
+
"page": 1405,
|
| 26 |
+
"row": 588,
|
| 27 |
"start": {
|
| 28 |
+
"file": 68,
|
| 29 |
"reader": {
|
| 30 |
"format": "parquet-row-v1",
|
| 31 |
+
"row_group": 1,
|
| 32 |
"row": 1024
|
| 33 |
}
|
| 34 |
},
|
| 35 |
"epoch": 0,
|
| 36 |
+
"offset": 0,
|
| 37 |
+
"documents": 5755468
|
| 38 |
},
|
| 39 |
"rewrite6": {
|
| 40 |
+
"page": 49,
|
| 41 |
+
"row": 2128,
|
| 42 |
"start": {
|
| 43 |
"file": 0,
|
| 44 |
"reader": {
|
| 45 |
"format": "jsonl-row-v1",
|
| 46 |
+
"row": 200704
|
| 47 |
}
|
| 48 |
},
|
| 49 |
"epoch": 15,
|
| 50 |
+
"offset": 2048,
|
| 51 |
+
"documents": 3283892
|
| 52 |
},
|
| 53 |
"openmath": {
|
| 54 |
+
"page": 878,
|
| 55 |
+
"row": 1736,
|
| 56 |
"start": {
|
| 57 |
"file": 8,
|
| 58 |
"reader": {
|
| 59 |
"format": "parquet-row-v1",
|
| 60 |
+
"row_group": 103,
|
| 61 |
+
"row": 88
|
| 62 |
}
|
| 63 |
},
|
| 64 |
"epoch": 0,
|
| 65 |
"offset": 2048,
|
| 66 |
+
"documents": 3598024
|
| 67 |
},
|
| 68 |
"ultra_qa": {
|
| 69 |
+
"page": 379,
|
| 70 |
+
"row": 2700,
|
| 71 |
"start": {
|
| 72 |
"file": 2,
|
| 73 |
"reader": {
|
| 74 |
"format": "parquet-row-v1",
|
| 75 |
"row_group": 7,
|
| 76 |
+
"row": 61241
|
| 77 |
}
|
| 78 |
},
|
| 79 |
"epoch": 0,
|
| 80 |
"offset": 2048,
|
| 81 |
+
"documents": 1555084
|
| 82 |
},
|
| 83 |
"ultra_style": {
|
| 84 |
+
"page": 579,
|
| 85 |
+
"row": 4081,
|
| 86 |
"start": {
|
| 87 |
"file": 3,
|
| 88 |
"reader": {
|
| 89 |
"format": "parquet-row-v1",
|
| 90 |
"row_group": 3,
|
| 91 |
+
"row": 59387
|
| 92 |
}
|
| 93 |
},
|
| 94 |
"epoch": 0,
|
| 95 |
"offset": 2048,
|
| 96 |
+
"documents": 2375665
|
| 97 |
},
|
| 98 |
"cortex": {
|
| 99 |
+
"page": 74620,
|
| 100 |
+
"row": 66,
|
| 101 |
"start": null,
|
| 102 |
"epoch": 0,
|
| 103 |
"offset": 0,
|
| 104 |
+
"documents": 9551426
|
| 105 |
}
|
| 106 |
}
|
| 107 |
}
|
latest.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"step":
|
|
|
|
| 1 |
+
{"step": 285000, "files": {"config.json": "cbc72137da3dae65085a2a8c39ad7634d16bf92d785ca00d283ee82fe32b37e7", "generation_config.json": "54ed0d19f6226888c91157964ede8a892bd5ae175bfad85336152b3d9b6cd7c4", "model.safetensors": "8ac057f2166a1e4db0ce4a9415d89891b9b8ddcc52297129f86c08f788b2758b", "tokenization_byte.py": "279b9990f77b1eaedc7c1184fe13d60273a713ead856200f1fb9ae323c7b1e03", "tokenizer_config.json": "0ecbd4fd39e35125800d806af981ba0cacd8a7ba5f02c9e729c4ecc54af6d300", "special_tokens_map.json": "20d4b94d0e657c3f44d9123522c106e7315b6c1a1b6d259478f17bd2918b1263", "byte_vocab.json": "57a1cd2e70dd5b7cc6fd2eaa12ebfcd173c1620fa5d45c2c6282511c29b6a5f6", "trainer.pt": "f77cbd7043301ba03a27d0fc3fb559b972721c8fb60167219ee0788286252c59", "training_config.json": "2122ad6f8105987f9b87dd55d13b632084853908566b081c829ffe801259e2bf", "performance.json": "f89f82c3f4c44a52fcd532346ea71580902d757e59e1961e9b2bed0030259dba", "shard_scheduler.json": "5316864976580fabdbfc5b4749a2a377f1a44f787f1e27a21ee310ec16436feb", "coverage.json": "e35c09a84496ab9947c7e21ef4a25e40c3c17be24bb510256b35b90dd258081c", "README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"}, "signature": "9fee47918905b0750bee87876aa424f021ccc4507ee8db22a11d01fbc6109063", "folder": "step-000000285000"}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 360622744
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8ac057f2166a1e4db0ce4a9415d89891b9b8ddcc52297129f86c08f788b2758b
|
| 3 |
size 360622744
|
performance.json
CHANGED
|
@@ -49,11 +49,11 @@
|
|
| 49 |
"selected": {
|
| 50 |
"microbatch": 86,
|
| 51 |
"mode": "compiled",
|
| 52 |
-
"microbatch_seconds": 0.
|
| 53 |
-
"peak_gb": 85.
|
| 54 |
"fits_budget": true,
|
| 55 |
-
"estimated_update_seconds": 0.
|
| 56 |
-
"input_tokens_per_second":
|
| 57 |
},
|
| 58 |
"measurements": [
|
| 59 |
{
|
|
|
|
| 49 |
"selected": {
|
| 50 |
"microbatch": 86,
|
| 51 |
"mode": "compiled",
|
| 52 |
+
"microbatch_seconds": 0.8979115860001912,
|
| 53 |
+
"peak_gb": 85.39889430999756,
|
| 54 |
"fits_budget": true,
|
| 55 |
+
"estimated_update_seconds": 0.953845084999557,
|
| 56 |
+
"input_tokens_per_second": 196152.9428354681
|
| 57 |
},
|
| 58 |
"measurements": [
|
| 59 |
{
|
shard_scheduler.json
CHANGED
|
@@ -22,8 +22,8 @@
|
|
| 22 |
"tokens_per_second": 1062967.6168812835,
|
| 23 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 24 |
"estimated_pages_for_buffer": 1,
|
| 25 |
-
"required_token_positions_per_second":
|
| 26 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 27 |
},
|
| 28 |
{
|
| 29 |
"source": "rewrite6",
|
|
@@ -36,8 +36,8 @@
|
|
| 36 |
"tokens_per_second": 1206672.263377472,
|
| 37 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 38 |
"estimated_pages_for_buffer": 1,
|
| 39 |
-
"required_token_positions_per_second":
|
| 40 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 41 |
},
|
| 42 |
{
|
| 43 |
"source": "openmath",
|
|
@@ -50,8 +50,8 @@
|
|
| 50 |
"tokens_per_second": 410042.7581134458,
|
| 51 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 52 |
"estimated_pages_for_buffer": 1,
|
| 53 |
-
"required_token_positions_per_second":
|
| 54 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 55 |
},
|
| 56 |
{
|
| 57 |
"source": "ultra_qa",
|
|
@@ -64,8 +64,8 @@
|
|
| 64 |
"tokens_per_second": 2163486.5624068812,
|
| 65 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 66 |
"estimated_pages_for_buffer": 1,
|
| 67 |
-
"required_token_positions_per_second":
|
| 68 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 69 |
},
|
| 70 |
{
|
| 71 |
"source": "ultra_style",
|
|
@@ -78,8 +78,8 @@
|
|
| 78 |
"tokens_per_second": 1546694.2737633225,
|
| 79 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 80 |
"estimated_pages_for_buffer": 1,
|
| 81 |
-
"required_token_positions_per_second":
|
| 82 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 83 |
},
|
| 84 |
{
|
| 85 |
"source": "cortex",
|
|
@@ -91,9 +91,9 @@
|
|
| 91 |
"read_seconds": 0.042780299000014566,
|
| 92 |
"tokens_per_second": 1015177.8395898147,
|
| 93 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 94 |
-
"estimated_pages_for_buffer":
|
| 95 |
-
"required_token_positions_per_second":
|
| 96 |
-
"required_pages_per_second_upper_estimate": 0.
|
| 97 |
}
|
| 98 |
],
|
| 99 |
"gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
|
|
@@ -155,59 +155,263 @@
|
|
| 155 |
"shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
|
| 156 |
"estimated_fresh_generation_batch_seconds": 0.1434574083060457,
|
| 157 |
"selected": {
|
| 158 |
-
"prefetch_batches":
|
| 159 |
"prefetch_capacity_limit": 512,
|
| 160 |
"batch_memory_estimate_bytes": 690670,
|
| 161 |
-
"producer_batch_seconds": 0.
|
| 162 |
-
"producer_p95_seconds": 0.
|
| 163 |
-
"gpu_update_seconds": 0.
|
| 164 |
-
"producer_batches_per_second":
|
| 165 |
-
"gpu_batches_per_second": 1.
|
| 166 |
-
"producer_headroom":
|
| 167 |
"sustainable": true,
|
| 168 |
-
"buffer_seconds": 60.
|
| 169 |
"buffer_drain_seconds": null,
|
| 170 |
"shard_target_mib": 16,
|
| 171 |
-
"upload_pages_per_commit":
|
| 172 |
"max_pending_pages": 4096,
|
| 173 |
-
"generation_bytes_per_second":
|
| 174 |
-
"upload_bytes_per_second":
|
| 175 |
"upload_sustainable": true,
|
| 176 |
"logical_page_rows": 4096,
|
| 177 |
"logical_cortex_page_rows": 128,
|
| 178 |
-
"estimated_full_shards_per_hour":
|
| 179 |
"selection_policy": "Smallest shard within 90% of measured local peak, enlarged to amortize 30 seconds of measured page production; bounded to 256 MiB."
|
| 180 |
},
|
| 181 |
"upload_measurements": [
|
| 182 |
{
|
| 183 |
-
"seconds": 0.
|
| 184 |
-
"bytes":
|
| 185 |
"pages": 1,
|
| 186 |
"shards": 1
|
| 187 |
},
|
| 188 |
{
|
| 189 |
-
"seconds":
|
| 190 |
-
"bytes":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 191 |
"pages": 27,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 192 |
"shards": 1
|
| 193 |
},
|
| 194 |
{
|
| 195 |
-
"seconds": 1.
|
| 196 |
-
"bytes":
|
| 197 |
-
"pages":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 198 |
"shards": 2
|
| 199 |
},
|
| 200 |
{
|
| 201 |
-
"seconds": 1.
|
| 202 |
-
"bytes":
|
| 203 |
-
"pages":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 204 |
"shards": 3
|
| 205 |
},
|
| 206 |
{
|
| 207 |
-
"seconds": 1.
|
| 208 |
-
"bytes":
|
| 209 |
-
"pages":
|
| 210 |
"shards": 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 211 |
}
|
| 212 |
],
|
| 213 |
"cache_key": {
|
|
@@ -252,7 +456,7 @@
|
|
| 252 |
},
|
| 253 |
"cache_reused": true,
|
| 254 |
"resume_probe_seconds": [
|
| 255 |
-
|
| 256 |
-
0.
|
| 257 |
]
|
| 258 |
}
|
|
|
|
| 22 |
"tokens_per_second": 1062967.6168812835,
|
| 23 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 24 |
"estimated_pages_for_buffer": 1,
|
| 25 |
+
"required_token_positions_per_second": 74771.75244308176,
|
| 26 |
+
"required_pages_per_second_upper_estimate": 0.00648102599449232
|
| 27 |
},
|
| 28 |
{
|
| 29 |
"source": "rewrite6",
|
|
|
|
| 36 |
"tokens_per_second": 1206672.263377472,
|
| 37 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 38 |
"estimated_pages_for_buffer": 1,
|
| 39 |
+
"required_token_positions_per_second": 9346.46905538522,
|
| 40 |
+
"required_pages_per_second_upper_estimate": 0.0037284462483585528
|
| 41 |
},
|
| 42 |
{
|
| 43 |
"source": "openmath",
|
|
|
|
| 50 |
"tokens_per_second": 410042.7581134458,
|
| 51 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 52 |
"estimated_pages_for_buffer": 1,
|
| 53 |
+
"required_token_positions_per_second": 18692.93811077044,
|
| 54 |
+
"required_pages_per_second_upper_estimate": 0.004324282247452207
|
| 55 |
},
|
| 56 |
{
|
| 57 |
"source": "ultra_qa",
|
|
|
|
| 64 |
"tokens_per_second": 2163486.5624068812,
|
| 65 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 66 |
"estimated_pages_for_buffer": 1,
|
| 67 |
+
"required_token_positions_per_second": 28039.40716615566,
|
| 68 |
+
"required_pages_per_second_upper_estimate": 0.001707452785018847
|
| 69 |
},
|
| 70 |
{
|
| 71 |
"source": "ultra_style",
|
|
|
|
| 78 |
"tokens_per_second": 1546694.2737633225,
|
| 79 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 80 |
"estimated_pages_for_buffer": 1,
|
| 81 |
+
"required_token_positions_per_second": 28039.40716615566,
|
| 82 |
+
"required_pages_per_second_upper_estimate": 0.0021585511816974746
|
| 83 |
},
|
| 84 |
{
|
| 85 |
"source": "cortex",
|
|
|
|
| 91 |
"read_seconds": 0.042780299000014566,
|
| 92 |
"tokens_per_second": 1015177.8395898147,
|
| 93 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 94 |
+
"estimated_pages_for_buffer": 21,
|
| 95 |
+
"required_token_positions_per_second": 28039.40716615566,
|
| 96 |
+
"required_pages_per_second_upper_estimate": 0.34815559514453803
|
| 97 |
}
|
| 98 |
],
|
| 99 |
"gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
|
|
|
|
| 155 |
"shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
|
| 156 |
"estimated_fresh_generation_batch_seconds": 0.1434574083060457,
|
| 157 |
"selected": {
|
| 158 |
+
"prefetch_batches": 61,
|
| 159 |
"prefetch_capacity_limit": 512,
|
| 160 |
"batch_memory_estimate_bytes": 690670,
|
| 161 |
+
"producer_batch_seconds": 0.0779331768125644,
|
| 162 |
+
"producer_p95_seconds": 0.2094176940008765,
|
| 163 |
+
"gpu_update_seconds": 0.9860408187720853,
|
| 164 |
+
"producer_batches_per_second": 12.831505668055609,
|
| 165 |
+
"gpu_batches_per_second": 1.014156798544403,
|
| 166 |
+
"producer_headroom": 12.652388355008206,
|
| 167 |
"sustainable": true,
|
| 168 |
+
"buffer_seconds": 60.148489945097204,
|
| 169 |
"buffer_drain_seconds": null,
|
| 170 |
"shard_target_mib": 16,
|
| 171 |
+
"upload_pages_per_commit": 83,
|
| 172 |
"max_pending_pages": 4096,
|
| 173 |
+
"generation_bytes_per_second": 313527.5392295587,
|
| 174 |
+
"upload_bytes_per_second": 5440988.382144982,
|
| 175 |
"upload_sustainable": true,
|
| 176 |
"logical_page_rows": 4096,
|
| 177 |
"logical_cortex_page_rows": 128,
|
| 178 |
+
"estimated_full_shards_per_hour": 67.2757113710887,
|
| 179 |
"selection_policy": "Smallest shard within 90% of measured local peak, enlarged to amortize 30 seconds of measured page production; bounded to 256 MiB."
|
| 180 |
},
|
| 181 |
"upload_measurements": [
|
| 182 |
{
|
| 183 |
+
"seconds": 0.8854921419988386,
|
| 184 |
+
"bytes": 43628,
|
| 185 |
"pages": 1,
|
| 186 |
"shards": 1
|
| 187 |
},
|
| 188 |
{
|
| 189 |
+
"seconds": 1.4819931290003296,
|
| 190 |
+
"bytes": 7791997,
|
| 191 |
+
"pages": 45,
|
| 192 |
+
"shards": 3
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"seconds": 0.999563274999673,
|
| 196 |
+
"bytes": 6224997,
|
| 197 |
+
"pages": 32,
|
| 198 |
+
"shards": 2
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"seconds": 1.0198160460004146,
|
| 202 |
+
"bytes": 6464312,
|
| 203 |
+
"pages": 37,
|
| 204 |
+
"shards": 3
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"seconds": 1.407603981999273,
|
| 208 |
+
"bytes": 11506972,
|
| 209 |
+
"pages": 28,
|
| 210 |
+
"shards": 3
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"seconds": 1.4075674270006857,
|
| 214 |
+
"bytes": 6094729,
|
| 215 |
+
"pages": 35,
|
| 216 |
+
"shards": 2
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"seconds": 1.2288260940003966,
|
| 220 |
+
"bytes": 2371624,
|
| 221 |
+
"pages": 28,
|
| 222 |
+
"shards": 2
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"seconds": 1.1107631630002288,
|
| 226 |
+
"bytes": 10173347,
|
| 227 |
+
"pages": 40,
|
| 228 |
+
"shards": 3
|
| 229 |
+
},
|
| 230 |
+
{
|
| 231 |
+
"seconds": 0.9085161899984087,
|
| 232 |
+
"bytes": 2572379,
|
| 233 |
+
"pages": 35,
|
| 234 |
+
"shards": 2
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"seconds": 1.1832448179993662,
|
| 238 |
+
"bytes": 6068567,
|
| 239 |
+
"pages": 35,
|
| 240 |
+
"shards": 2
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"seconds": 1.2676941070003522,
|
| 244 |
+
"bytes": 16626023,
|
| 245 |
+
"pages": 38,
|
| 246 |
+
"shards": 4
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"seconds": 0.9997899369991501,
|
| 250 |
+
"bytes": 2248595,
|
| 251 |
"pages": 27,
|
| 252 |
+
"shards": 2
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"seconds": 0.9953625339985592,
|
| 256 |
+
"bytes": 6050082,
|
| 257 |
+
"pages": 36,
|
| 258 |
+
"shards": 2
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"seconds": 1.2188318490007077,
|
| 262 |
+
"bytes": 7592648,
|
| 263 |
+
"pages": 38,
|
| 264 |
+
"shards": 3
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"seconds": 0.8659798669996235,
|
| 268 |
+
"bytes": 5051955,
|
| 269 |
+
"pages": 32,
|
| 270 |
+
"shards": 2
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"seconds": 1.0979891799997858,
|
| 274 |
+
"bytes": 6035254,
|
| 275 |
+
"pages": 36,
|
| 276 |
+
"shards": 2
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"seconds": 1.2733040839993919,
|
| 280 |
+
"bytes": 13322526,
|
| 281 |
+
"pages": 35,
|
| 282 |
+
"shards": 4
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"seconds": 0.8405508110008668,
|
| 286 |
+
"bytes": 1090490,
|
| 287 |
+
"pages": 33,
|
| 288 |
"shards": 1
|
| 289 |
},
|
| 290 |
{
|
| 291 |
+
"seconds": 1.1666756240010727,
|
| 292 |
+
"bytes": 10146533,
|
| 293 |
+
"pages": 27,
|
| 294 |
+
"shards": 3
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"seconds": 1.1112560749988916,
|
| 298 |
+
"bytes": 2663601,
|
| 299 |
+
"pages": 36,
|
| 300 |
+
"shards": 3
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"seconds": 1.182102421998934,
|
| 304 |
+
"bytes": 5962190,
|
| 305 |
+
"pages": 36,
|
| 306 |
+
"shards": 2
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"seconds": 0.9607173089989374,
|
| 310 |
+
"bytes": 7750938,
|
| 311 |
+
"pages": 37,
|
| 312 |
+
"shards": 3
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"seconds": 1.1050905230003991,
|
| 316 |
+
"bytes": 6187776,
|
| 317 |
+
"pages": 15,
|
| 318 |
+
"shards": 2
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"seconds": 1.2981188600006135,
|
| 322 |
+
"bytes": 10611352,
|
| 323 |
+
"pages": 45,
|
| 324 |
+
"shards": 3
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"seconds": 1.1970796210007393,
|
| 328 |
+
"bytes": 2312155,
|
| 329 |
+
"pages": 27,
|
| 330 |
"shards": 2
|
| 331 |
},
|
| 332 |
{
|
| 333 |
+
"seconds": 1.6818293220003397,
|
| 334 |
+
"bytes": 5841398,
|
| 335 |
+
"pages": 35,
|
| 336 |
+
"shards": 2
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"seconds": 1.1767334710002615,
|
| 340 |
+
"bytes": 1036234,
|
| 341 |
+
"pages": 30,
|
| 342 |
+
"shards": 1
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"seconds": 1.7388112589997036,
|
| 346 |
+
"bytes": 12464285,
|
| 347 |
+
"pages": 43,
|
| 348 |
+
"shards": 4
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"seconds": 0.8487006530012877,
|
| 352 |
+
"bytes": 592565,
|
| 353 |
+
"pages": 19,
|
| 354 |
+
"shards": 1
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"seconds": 1.3723258429999987,
|
| 358 |
+
"bytes": 11921886,
|
| 359 |
+
"pages": 40,
|
| 360 |
"shards": 3
|
| 361 |
},
|
| 362 |
{
|
| 363 |
+
"seconds": 1.34920726099881,
|
| 364 |
+
"bytes": 7816018,
|
| 365 |
+
"pages": 35,
|
| 366 |
"shards": 3
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"seconds": 1.4124847809998755,
|
| 370 |
+
"bytes": 4874448,
|
| 371 |
+
"pages": 37,
|
| 372 |
+
"shards": 2
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"seconds": 1.2419382850002876,
|
| 376 |
+
"bytes": 7186580,
|
| 377 |
+
"pages": 29,
|
| 378 |
+
"shards": 3
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"seconds": 1.1265525479993812,
|
| 382 |
+
"bytes": 6298017,
|
| 383 |
+
"pages": 35,
|
| 384 |
+
"shards": 2
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"seconds": 0.9624441889991431,
|
| 388 |
+
"bytes": 1027701,
|
| 389 |
+
"pages": 30,
|
| 390 |
+
"shards": 1
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"seconds": 1.7364580140001635,
|
| 394 |
+
"bytes": 17104134,
|
| 395 |
+
"pages": 27,
|
| 396 |
+
"shards": 5
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"seconds": 0.9077872060006484,
|
| 400 |
+
"bytes": 916446,
|
| 401 |
+
"pages": 29,
|
| 402 |
+
"shards": 1
|
| 403 |
+
},
|
| 404 |
+
{
|
| 405 |
+
"seconds": 1.0004914799992548,
|
| 406 |
+
"bytes": 6063816,
|
| 407 |
+
"pages": 36,
|
| 408 |
+
"shards": 2
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"seconds": 0.9483974380000291,
|
| 412 |
+
"bytes": 2643403,
|
| 413 |
+
"pages": 36,
|
| 414 |
+
"shards": 2
|
| 415 |
}
|
| 416 |
],
|
| 417 |
"cache_key": {
|
|
|
|
| 456 |
},
|
| 457 |
"cache_reused": true,
|
| 458 |
"resume_probe_seconds": [
|
| 459 |
+
1.1575575899996693,
|
| 460 |
+
0.014994120000665134
|
| 461 |
]
|
| 462 |
}
|
trainer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f77cbd7043301ba03a27d0fc3fb559b972721c8fb60167219ee0788286252c59
|
| 3 |
+
size 721776383
|
training_config.json
CHANGED
|
@@ -46,8 +46,8 @@
|
|
| 46 |
"cpu_threads": 4,
|
| 47 |
"page_rows": 4096,
|
| 48 |
"cortex_page_rows": 128,
|
| 49 |
-
"prefetch_batches":
|
| 50 |
-
"prefetch_low_water":
|
| 51 |
"memory_pages": 12,
|
| 52 |
"cache_gb": 20,
|
| 53 |
"force_rebenchmark": false,
|
|
|
|
| 46 |
"cpu_threads": 4,
|
| 47 |
"page_rows": 4096,
|
| 48 |
"cortex_page_rows": 128,
|
| 49 |
+
"prefetch_batches": 61,
|
| 50 |
+
"prefetch_low_water": 30,
|
| 51 |
"memory_pages": 12,
|
| 52 |
"cache_gb": 20,
|
| 53 |
"force_rebenchmark": false,
|