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 850000; complete resumable checkpoint
Browse files- complete.json +6 -6
- coverage.json +47 -47
- latest.json +1 -1
- model.safetensors +1 -1
- shard_scheduler.json +265 -25
- trainer.pt +2 -2
- training_config.json +1 -1
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": "172134497605e50805257548c05018674e515323c63930c6237cd46d43786367",
|
| 14 |
-
"shard_scheduler.json": "
|
| 15 |
-
"coverage.json": "
|
| 16 |
"README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"
|
| 17 |
},
|
| 18 |
"signature": "052aedaef69b550457da29474e17df28fa635c99594a7b9c0881f3ac3827000e"
|
|
|
|
| 1 |
{
|
| 2 |
+
"step": 850000,
|
| 3 |
"files": {
|
| 4 |
"config.json": "cbc72137da3dae65085a2a8c39ad7634d16bf92d785ca00d283ee82fe32b37e7",
|
| 5 |
"generation_config.json": "54ed0d19f6226888c91157964ede8a892bd5ae175bfad85336152b3d9b6cd7c4",
|
| 6 |
+
"model.safetensors": "f63bca940961856416cd144272392c1c67906248d33fb6e3738aff0532ce52c9",
|
| 7 |
"tokenization_byte.py": "279b9990f77b1eaedc7c1184fe13d60273a713ead856200f1fb9ae323c7b1e03",
|
| 8 |
"tokenizer_config.json": "0ecbd4fd39e35125800d806af981ba0cacd8a7ba5f02c9e729c4ecc54af6d300",
|
| 9 |
"special_tokens_map.json": "20d4b94d0e657c3f44d9123522c106e7315b6c1a1b6d259478f17bd2918b1263",
|
| 10 |
"byte_vocab.json": "57a1cd2e70dd5b7cc6fd2eaa12ebfcd173c1620fa5d45c2c6282511c29b6a5f6",
|
| 11 |
+
"trainer.pt": "4916aa1216dc03a48e4cb8239cd7e2932ad783cf6e9cbdb87bd24f8b6be09e37",
|
| 12 |
+
"training_config.json": "4e8f8b2fc7193aabdbca12082e7c7cc3a0ed080bd5ff16e060cc02e10ffc53dd",
|
| 13 |
"performance.json": "172134497605e50805257548c05018674e515323c63930c6237cd46d43786367",
|
| 14 |
+
"shard_scheduler.json": "f42d57a08c557b635b650e19e67a2af084db229b91e924fb49859e2aafade793",
|
| 15 |
+
"coverage.json": "3c7e63e40360305cb0d89f8e2d539d74a3ba66d8c1dc5a856f8c62962a636831",
|
| 16 |
"README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"
|
| 17 |
},
|
| 18 |
"signature": "052aedaef69b550457da29474e17df28fa635c99594a7b9c0881f3ac3827000e"
|
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": 47,
|
| 50 |
-
"offset":
|
| 51 |
-
"documents":
|
| 52 |
},
|
| 53 |
"openmath": {
|
| 54 |
-
"page":
|
| 55 |
-
"row":
|
| 56 |
"start": {
|
| 57 |
"file": 24,
|
| 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": 8,
|
| 73 |
"reader": {
|
| 74 |
"format": "parquet-row-v1",
|
| 75 |
-
"row_group":
|
| 76 |
-
"row":
|
| 77 |
}
|
| 78 |
},
|
| 79 |
"epoch": 0,
|
| 80 |
"offset": 2048,
|
| 81 |
-
"documents":
|
| 82 |
},
|
| 83 |
"ultra_style": {
|
| 84 |
-
"page":
|
| 85 |
-
"row":
|
| 86 |
"start": {
|
| 87 |
"file": 10,
|
| 88 |
"reader": {
|
| 89 |
"format": "parquet-row-v1",
|
| 90 |
"row_group": 2,
|
| 91 |
-
"row":
|
| 92 |
}
|
| 93 |
},
|
| 94 |
"epoch": 0,
|
| 95 |
"offset": 4096,
|
| 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": 850000,
|
| 3 |
"stats": {
|
| 4 |
+
"climbmix/blocks": 30600000,
|
| 5 |
+
"climbmix/targets": 51152990791,
|
| 6 |
+
"climbmix/input_tokens": 51156232218,
|
| 7 |
+
"ultra_qa/blocks": 11475000,
|
| 8 |
+
"ultra_qa/targets": 18720819448,
|
| 9 |
+
"ultra_qa/input_tokens": 18720855442,
|
| 10 |
+
"cortex/blocks": 11475000,
|
| 11 |
+
"cortex/targets": 436347195,
|
| 12 |
+
"cortex/input_tokens": 18240375745,
|
| 13 |
+
"ultra_style/blocks": 11475000,
|
| 14 |
+
"ultra_style/targets": 18150549959,
|
| 15 |
+
"ultra_style/input_tokens": 18151501590,
|
| 16 |
+
"openmath/blocks": 7650000,
|
| 17 |
+
"openmath/targets": 11820568087,
|
| 18 |
+
"openmath/input_tokens": 11824507080,
|
| 19 |
+
"rewrite6/blocks": 3825000,
|
| 20 |
+
"rewrite6/targets": 6270523226,
|
| 21 |
+
"rewrite6/input_tokens": 6277398213
|
| 22 |
},
|
| 23 |
"sources": {
|
| 24 |
"climbmix": {
|
| 25 |
+
"page": 4190,
|
| 26 |
+
"row": 3595,
|
| 27 |
"start": {
|
| 28 |
+
"file": 202,
|
| 29 |
"reader": {
|
| 30 |
"format": "parquet-row-v1",
|
| 31 |
+
"row_group": 68,
|
| 32 |
"row": 1024
|
| 33 |
}
|
| 34 |
},
|
| 35 |
"epoch": 0,
|
| 36 |
+
"offset": 12288,
|
| 37 |
+
"documents": 17165835
|
| 38 |
},
|
| 39 |
"rewrite6": {
|
| 40 |
+
"page": 34,
|
| 41 |
+
"row": 1198,
|
| 42 |
"start": {
|
| 43 |
"file": 0,
|
| 44 |
"reader": {
|
| 45 |
"format": "jsonl-row-v1",
|
| 46 |
+
"row": 139264
|
| 47 |
}
|
| 48 |
},
|
| 49 |
"epoch": 47,
|
| 50 |
+
"offset": 0,
|
| 51 |
+
"documents": 9794450
|
| 52 |
},
|
| 53 |
"openmath": {
|
| 54 |
+
"page": 2619,
|
| 55 |
+
"row": 1184,
|
| 56 |
"start": {
|
| 57 |
"file": 24,
|
| 58 |
"reader": {
|
| 59 |
"format": "parquet-row-v1",
|
| 60 |
+
"row_group": 247,
|
| 61 |
+
"row": 825
|
| 62 |
}
|
| 63 |
},
|
| 64 |
"epoch": 0,
|
| 65 |
"offset": 2048,
|
| 66 |
+
"documents": 10728608
|
| 67 |
},
|
| 68 |
"ultra_qa": {
|
| 69 |
+
"page": 1132,
|
| 70 |
+
"row": 1781,
|
| 71 |
"start": {
|
| 72 |
"file": 8,
|
| 73 |
"reader": {
|
| 74 |
"format": "parquet-row-v1",
|
| 75 |
+
"row_group": 7,
|
| 76 |
+
"row": 27950
|
| 77 |
}
|
| 78 |
},
|
| 79 |
"epoch": 0,
|
| 80 |
"offset": 2048,
|
| 81 |
+
"documents": 4638453
|
| 82 |
},
|
| 83 |
"ultra_style": {
|
| 84 |
+
"page": 1728,
|
| 85 |
+
"row": 889,
|
| 86 |
"start": {
|
| 87 |
"file": 10,
|
| 88 |
"reader": {
|
| 89 |
"format": "parquet-row-v1",
|
| 90 |
"row_group": 2,
|
| 91 |
+
"row": 58507
|
| 92 |
}
|
| 93 |
},
|
| 94 |
"epoch": 0,
|
| 95 |
"offset": 4096,
|
| 96 |
+
"documents": 7078777
|
| 97 |
},
|
| 98 |
"cortex": {
|
| 99 |
+
"page": 222542,
|
| 100 |
+
"row": 73,
|
| 101 |
"start": null,
|
| 102 |
"epoch": 0,
|
| 103 |
"offset": 0,
|
| 104 |
+
"documents": 28485449
|
| 105 |
}
|
| 106 |
}
|
| 107 |
}
|
latest.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"step":
|
|
|
|
| 1 |
+
{"step": 850000, "files": {"config.json": "cbc72137da3dae65085a2a8c39ad7634d16bf92d785ca00d283ee82fe32b37e7", "generation_config.json": "54ed0d19f6226888c91157964ede8a892bd5ae175bfad85336152b3d9b6cd7c4", "model.safetensors": "f63bca940961856416cd144272392c1c67906248d33fb6e3738aff0532ce52c9", "tokenization_byte.py": "279b9990f77b1eaedc7c1184fe13d60273a713ead856200f1fb9ae323c7b1e03", "tokenizer_config.json": "0ecbd4fd39e35125800d806af981ba0cacd8a7ba5f02c9e729c4ecc54af6d300", "special_tokens_map.json": "20d4b94d0e657c3f44d9123522c106e7315b6c1a1b6d259478f17bd2918b1263", "byte_vocab.json": "57a1cd2e70dd5b7cc6fd2eaa12ebfcd173c1620fa5d45c2c6282511c29b6a5f6", "trainer.pt": "4916aa1216dc03a48e4cb8239cd7e2932ad783cf6e9cbdb87bd24f8b6be09e37", "training_config.json": "4e8f8b2fc7193aabdbca12082e7c7cc3a0ed080bd5ff16e060cc02e10ffc53dd", "performance.json": "172134497605e50805257548c05018674e515323c63930c6237cd46d43786367", "shard_scheduler.json": "f42d57a08c557b635b650e19e67a2af084db229b91e924fb49859e2aafade793", "coverage.json": "3c7e63e40360305cb0d89f8e2d539d74a3ba66d8c1dc5a856f8c62962a636831", "README.md": "9ce0f9efacbc46177a7e818b6aed274d84e7145ff944b5c7d6ecd5d33b9d4419"}, "signature": "052aedaef69b550457da29474e17df28fa635c99594a7b9c0881f3ac3827000e", "folder": "step-000000850000"}
|
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:f63bca940961856416cd144272392c1c67906248d33fb6e3738aff0532ce52c9
|
| 3 |
size 360622744
|
shard_scheduler.json
CHANGED
|
@@ -22,8 +22,8 @@
|
|
| 22 |
"tokens_per_second": 598315.063954628,
|
| 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": 8533.957213384612,
|
| 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": 380144.35761751566,
|
| 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": 43742.16556775435,
|
| 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": 22018.86276523721,
|
| 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": 0.04061180899998362,
|
| 92 |
"tokens_per_second": 910315.184299418,
|
| 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.",
|
|
@@ -155,27 +155,27 @@
|
|
| 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": 2.558590814491007,
|
| 157 |
"selected": {
|
| 158 |
-
"prefetch_batches":
|
| 159 |
"prefetch_capacity_limit": 512,
|
| 160 |
"batch_memory_estimate_bytes": 720750,
|
| 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": [
|
|
@@ -304,6 +304,246 @@
|
|
| 304 |
"bytes": 10661870,
|
| 305 |
"pages": 35,
|
| 306 |
"shards": 3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 307 |
}
|
| 308 |
],
|
| 309 |
"cache_key": {
|
|
|
|
| 22 |
"tokens_per_second": 598315.063954628,
|
| 23 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 24 |
"estimated_pages_for_buffer": 1,
|
| 25 |
+
"required_token_positions_per_second": 76577.90463803377,
|
| 26 |
+
"required_pages_per_second_upper_estimate": 0.005297837128078182
|
| 27 |
},
|
| 28 |
{
|
| 29 |
"source": "rewrite6",
|
|
|
|
| 36 |
"tokens_per_second": 8533.957213384612,
|
| 37 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 38 |
"estimated_pages_for_buffer": 1,
|
| 39 |
+
"required_token_positions_per_second": 9572.238079754221,
|
| 40 |
+
"required_pages_per_second_upper_estimate": 0.004007696192931617
|
| 41 |
},
|
| 42 |
{
|
| 43 |
"source": "openmath",
|
|
|
|
| 50 |
"tokens_per_second": 380144.35761751566,
|
| 51 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 52 |
"estimated_pages_for_buffer": 1,
|
| 53 |
+
"required_token_positions_per_second": 19144.476159508442,
|
| 54 |
+
"required_pages_per_second_upper_estimate": 0.0039872895102379905
|
| 55 |
},
|
| 56 |
{
|
| 57 |
"source": "ultra_qa",
|
|
|
|
| 64 |
"tokens_per_second": 43742.16556775435,
|
| 65 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 66 |
"estimated_pages_for_buffer": 1,
|
| 67 |
+
"required_token_positions_per_second": 28716.714239262663,
|
| 68 |
+
"required_pages_per_second_upper_estimate": 0.001721523170760028
|
| 69 |
},
|
| 70 |
{
|
| 71 |
"source": "ultra_style",
|
|
|
|
| 78 |
"tokens_per_second": 22018.86276523721,
|
| 79 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 80 |
"estimated_pages_for_buffer": 1,
|
| 81 |
+
"required_token_positions_per_second": 28716.714239262663,
|
| 82 |
+
"required_pages_per_second_upper_estimate": 0.0022325982206257418
|
| 83 |
},
|
| 84 |
{
|
| 85 |
"source": "cortex",
|
|
|
|
| 91 |
"read_seconds": 0.04061180899998362,
|
| 92 |
"tokens_per_second": 910315.184299418,
|
| 93 |
"note": "Bounded fresh sample; full-page latency is an extrapolation.",
|
| 94 |
+
"estimated_pages_for_buffer": 23,
|
| 95 |
+
"required_token_positions_per_second": 28716.714239262663,
|
| 96 |
+
"required_pages_per_second_upper_estimate": 0.3683471766557979
|
| 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": 2.558590814491007,
|
| 157 |
"selected": {
|
| 158 |
+
"prefetch_batches": 63,
|
| 159 |
"prefetch_capacity_limit": 512,
|
| 160 |
"batch_memory_estimate_bytes": 720750,
|
| 161 |
+
"producer_batch_seconds": 0.40197195971875743,
|
| 162 |
+
"producer_p95_seconds": 0.2049835260004329,
|
| 163 |
+
"gpu_update_seconds": 0.962784243686157,
|
| 164 |
+
"producer_batches_per_second": 2.4877357134553795,
|
| 165 |
+
"gpu_batches_per_second": 1.0386543055288868,
|
| 166 |
+
"producer_headroom": 2.3951527473701795,
|
| 167 |
"sustainable": true,
|
| 168 |
+
"buffer_seconds": 60.65540735222789,
|
| 169 |
"buffer_drain_seconds": null,
|
| 170 |
"shard_target_mib": 16,
|
| 171 |
+
"upload_pages_per_commit": 77,
|
| 172 |
"max_pending_pages": 4096,
|
| 173 |
+
"generation_bytes_per_second": 335950.1157080666,
|
| 174 |
+
"upload_bytes_per_second": 4550117.712570053,
|
| 175 |
"upload_sustainable": true,
|
| 176 |
"logical_page_rows": 4096,
|
| 177 |
"logical_cortex_page_rows": 128,
|
| 178 |
+
"estimated_full_shards_per_hour": 72.08707431251048,
|
| 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": [
|
|
|
|
| 304 |
"bytes": 10661870,
|
| 305 |
"pages": 35,
|
| 306 |
"shards": 3
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"seconds": 1.9814531229999375,
|
| 310 |
+
"bytes": 6026004,
|
| 311 |
+
"pages": 34,
|
| 312 |
+
"shards": 2
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"seconds": 1.2945359899999858,
|
| 316 |
+
"bytes": 2043786,
|
| 317 |
+
"pages": 19,
|
| 318 |
+
"shards": 2
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"seconds": 0.9116111450002791,
|
| 322 |
+
"bytes": 853572,
|
| 323 |
+
"pages": 25,
|
| 324 |
+
"shards": 1
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"seconds": 1.2689381730001514,
|
| 328 |
+
"bytes": 12316311,
|
| 329 |
+
"pages": 40,
|
| 330 |
+
"shards": 3
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"seconds": 1.3365711859996736,
|
| 334 |
+
"bytes": 11197506,
|
| 335 |
+
"pages": 36,
|
| 336 |
+
"shards": 4
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"seconds": 1.029820503999872,
|
| 340 |
+
"bytes": 1262307,
|
| 341 |
+
"pages": 35,
|
| 342 |
+
"shards": 1
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"seconds": 1.888025431999722,
|
| 346 |
+
"bytes": 5850227,
|
| 347 |
+
"pages": 28,
|
| 348 |
+
"shards": 2
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"seconds": 1.452950692000286,
|
| 352 |
+
"bytes": 7702767,
|
| 353 |
+
"pages": 37,
|
| 354 |
+
"shards": 3
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"seconds": 1.831108772999869,
|
| 358 |
+
"bytes": 11417123,
|
| 359 |
+
"pages": 37,
|
| 360 |
+
"shards": 3
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"seconds": 1.3576498049997099,
|
| 364 |
+
"bytes": 7486146,
|
| 365 |
+
"pages": 35,
|
| 366 |
+
"shards": 3
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"seconds": 0.8907806349998282,
|
| 370 |
+
"bytes": 954545,
|
| 371 |
+
"pages": 28,
|
| 372 |
+
"shards": 1
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"seconds": 1.3382855260006181,
|
| 376 |
+
"bytes": 6196201,
|
| 377 |
+
"pages": 35,
|
| 378 |
+
"shards": 2
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"seconds": 1.8011739470002794,
|
| 382 |
+
"bytes": 11923984,
|
| 383 |
+
"pages": 37,
|
| 384 |
+
"shards": 4
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"seconds": 0.9351237119999496,
|
| 388 |
+
"bytes": 1136147,
|
| 389 |
+
"pages": 34,
|
| 390 |
+
"shards": 1
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"seconds": 1.611343528999896,
|
| 394 |
+
"bytes": 7401953,
|
| 395 |
+
"pages": 31,
|
| 396 |
+
"shards": 3
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"seconds": 1.7755565249999563,
|
| 400 |
+
"bytes": 12020074,
|
| 401 |
+
"pages": 40,
|
| 402 |
+
"shards": 3
|
| 403 |
+
},
|
| 404 |
+
{
|
| 405 |
+
"seconds": 1.294827431000158,
|
| 406 |
+
"bytes": 6143505,
|
| 407 |
+
"pages": 34,
|
| 408 |
+
"shards": 2
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"seconds": 1.2396700680001231,
|
| 412 |
+
"bytes": 7470065,
|
| 413 |
+
"pages": 39,
|
| 414 |
+
"shards": 3
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"seconds": 1.6093791190005504,
|
| 418 |
+
"bytes": 874866,
|
| 419 |
+
"pages": 25,
|
| 420 |
+
"shards": 1
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"seconds": 1.1941245199996047,
|
| 424 |
+
"bytes": 7420221,
|
| 425 |
+
"pages": 39,
|
| 426 |
+
"shards": 3
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"seconds": 1.6006398999998055,
|
| 430 |
+
"bytes": 9959535,
|
| 431 |
+
"pages": 29,
|
| 432 |
+
"shards": 3
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"seconds": 1.2196721769996657,
|
| 436 |
+
"bytes": 7030636,
|
| 437 |
+
"pages": 39,
|
| 438 |
+
"shards": 2
|
| 439 |
+
},
|
| 440 |
+
{
|
| 441 |
+
"seconds": 1.0609669329996905,
|
| 442 |
+
"bytes": 7430334,
|
| 443 |
+
"pages": 38,
|
| 444 |
+
"shards": 3
|
| 445 |
+
},
|
| 446 |
+
{
|
| 447 |
+
"seconds": 1.0616652130001967,
|
| 448 |
+
"bytes": 6074717,
|
| 449 |
+
"pages": 35,
|
| 450 |
+
"shards": 2
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"seconds": 1.3232113710000704,
|
| 454 |
+
"bytes": 5040655,
|
| 455 |
+
"pages": 31,
|
| 456 |
+
"shards": 3
|
| 457 |
+
},
|
| 458 |
+
{
|
| 459 |
+
"seconds": 1.5191957560000446,
|
| 460 |
+
"bytes": 7567101,
|
| 461 |
+
"pages": 34,
|
| 462 |
+
"shards": 3
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"seconds": 1.065770677000728,
|
| 466 |
+
"bytes": 897206,
|
| 467 |
+
"pages": 26,
|
| 468 |
+
"shards": 1
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"seconds": 1.459628982999675,
|
| 472 |
+
"bytes": 13449017,
|
| 473 |
+
"pages": 40,
|
| 474 |
+
"shards": 4
|
| 475 |
+
},
|
| 476 |
+
{
|
| 477 |
+
"seconds": 1.560673630000565,
|
| 478 |
+
"bytes": 10527927,
|
| 479 |
+
"pages": 42,
|
| 480 |
+
"shards": 3
|
| 481 |
+
},
|
| 482 |
+
{
|
| 483 |
+
"seconds": 1.384273941000174,
|
| 484 |
+
"bytes": 1166498,
|
| 485 |
+
"pages": 35,
|
| 486 |
+
"shards": 1
|
| 487 |
+
},
|
| 488 |
+
{
|
| 489 |
+
"seconds": 1.245850141000119,
|
| 490 |
+
"bytes": 7339507,
|
| 491 |
+
"pages": 30,
|
| 492 |
+
"shards": 3
|
| 493 |
+
},
|
| 494 |
+
{
|
| 495 |
+
"seconds": 1.0799733499998183,
|
| 496 |
+
"bytes": 6017108,
|
| 497 |
+
"pages": 34,
|
| 498 |
+
"shards": 2
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"seconds": 1.2428365799996755,
|
| 502 |
+
"bytes": 12889604,
|
| 503 |
+
"pages": 40,
|
| 504 |
+
"shards": 4
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"seconds": 1.21177975899991,
|
| 508 |
+
"bytes": 6176322,
|
| 509 |
+
"pages": 36,
|
| 510 |
+
"shards": 2
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"seconds": 1.4487905369996952,
|
| 514 |
+
"bytes": 925527,
|
| 515 |
+
"pages": 25,
|
| 516 |
+
"shards": 1
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"seconds": 1.6813211230000888,
|
| 520 |
+
"bytes": 7642707,
|
| 521 |
+
"pages": 39,
|
| 522 |
+
"shards": 3
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"seconds": 1.8502533870005209,
|
| 526 |
+
"bytes": 10875382,
|
| 527 |
+
"pages": 36,
|
| 528 |
+
"shards": 3
|
| 529 |
+
},
|
| 530 |
+
{
|
| 531 |
+
"seconds": 1.247339760999239,
|
| 532 |
+
"bytes": 856828,
|
| 533 |
+
"pages": 26,
|
| 534 |
+
"shards": 1
|
| 535 |
+
},
|
| 536 |
+
{
|
| 537 |
+
"seconds": 1.4432682090000526,
|
| 538 |
+
"bytes": 13357057,
|
| 539 |
+
"pages": 39,
|
| 540 |
+
"shards": 4
|
| 541 |
+
},
|
| 542 |
+
{
|
| 543 |
+
"seconds": 1.271395830000074,
|
| 544 |
+
"bytes": 6214888,
|
| 545 |
+
"pages": 36,
|
| 546 |
+
"shards": 2
|
| 547 |
}
|
| 548 |
],
|
| 549 |
"cache_key": {
|
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 sha256:4916aa1216dc03a48e4cb8239cd7e2932ad783cf6e9cbdb87bd24f8b6be09e37
|
| 3 |
+
size 721765631
|
training_config.json
CHANGED
|
@@ -53,7 +53,7 @@
|
|
| 53 |
"cpu_threads": 4,
|
| 54 |
"page_rows": 4096,
|
| 55 |
"cortex_page_rows": 128,
|
| 56 |
-
"prefetch_batches":
|
| 57 |
"prefetch_low_water": 31,
|
| 58 |
"memory_pages": 12,
|
| 59 |
"cache_gb": 20,
|
|
|
|
| 53 |
"cpu_threads": 4,
|
| 54 |
"page_rows": 4096,
|
| 55 |
"cortex_page_rows": 128,
|
| 56 |
+
"prefetch_batches": 63,
|
| 57 |
"prefetch_low_water": 31,
|
| 58 |
"memory_pages": 12,
|
| 59 |
"cache_gb": 20,
|