submission_id: cycy233-nemo-p-v0-c1_v1
developer_uid: shiroe40
alignment_samples: 11673
alignment_score: 0.5114894631993343
best_of: 8
celo_rating: 1243.62
display_name: auto
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<s>', '\n'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: cycy233/nemo-p-v0-c1
latencies: [{'batch_size': 1, 'throughput': 0.6960221247570917, 'latency_mean': 1.4366370260715484, 'latency_p50': 1.4443162679672241, 'latency_p90': 1.6036260843276977}, {'batch_size': 3, 'throughput': 1.3301072589219163, 'latency_mean': 2.2440359210968017, 'latency_p50': 2.2493735551834106, 'latency_p90': 2.4856070280075073}, {'batch_size': 5, 'throughput': 1.5845176539703025, 'latency_mean': 3.133699676990509, 'latency_p50': 3.135988235473633, 'latency_p90': 3.5161298513412476}, {'batch_size': 6, 'throughput': 1.6489471458140106, 'latency_mean': 3.6147381615638734, 'latency_p50': 3.6216344833374023, 'latency_p90': 4.081475186347961}, {'batch_size': 8, 'throughput': 1.6401955656534155, 'latency_mean': 4.853688174486161, 'latency_p50': 4.913760662078857, 'latency_p90': 5.471847057342529}, {'batch_size': 10, 'throughput': 1.5908610994111476, 'latency_mean': 6.2408210158348085, 'latency_p50': 6.231311798095703, 'latency_p90': 7.318740558624268}]
max_input_tokens: 512
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: cycy233/nemo-p-v0-c1
model_name: auto
model_num_parameters: 12772070400.0
model_repo: cycy233/nemo-p-v0-c1
model_size: 13B
num_battles: 11673
num_wins: 5704
propriety_score: 0.7355996222851747
propriety_total_count: 1059.0
ranking_group: single
status: inactive
submission_type: basic
throughput_3p7s: 1.66
timestamp: 2024-09-15T07:56:57+00:00
us_pacific_date: 2024-09-15
win_ratio: 0.488649019103915
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Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name cycy233-nemo-p-v0-c1-v1-mkmlizer
Waiting for job on cycy233-nemo-p-v0-c1-v1-mkmlizer to finish
cycy233-nemo-p-v0-c1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Version: 0.10.1 ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ https://mk1.ai ║
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cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Chai Research Corp. ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
cycy233-nemo-p-v0-c1-v1-mkmlizer: Downloaded to shared memory in 48.670s
cycy233-nemo-p-v0-c1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzv6bda6u, device:0
cycy233-nemo-p-v0-c1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cycy233-nemo-p-v0-c1-v1-mkmlizer: quantized model in 36.209s
cycy233-nemo-p-v0-c1-v1-mkmlizer: Processed model cycy233/nemo-p-v0-c1 in 84.879s
cycy233-nemo-p-v0-c1-v1-mkmlizer: creating bucket guanaco-mkml-models
cycy233-nemo-p-v0-c1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-nemo-p-v0-c1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1
cycy233-nemo-p-v0-c1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1/tokenizer.json
cycy233-nemo-p-v0-c1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1/flywheel_model.0.safetensors
cycy233-nemo-p-v0-c1-v1-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%| | 4/363 [00:00<00:09, 36.98it/s] Loading 0: 4%|▎ | 13/363 [00:00<00:06, 55.23it/s] Loading 0: 6%|▌ | 22/363 [00:00<00:05, 67.25it/s] Loading 0: 9%|▊ | 31/363 [00:00<00:04, 74.05it/s] Loading 0: 11%|█ | 40/363 [00:00<00:04, 78.78it/s] Loading 0: 13%|█▎ | 49/363 [00:00<00:04, 78.49it/s] Loading 0: 16%|█▌ | 58/363 [00:00<00:03, 76.35it/s] Loading 0: 18%|█▊ | 66/363 [00:01<00:14, 19.89it/s] Loading 0: 20%|█▉ | 72/363 [00:02<00:12, 22.70it/s] Loading 0: 22%|██▏ | 79/363 [00:02<00:10, 26.88it/s] Loading 0: 24%|██▍ | 88/363 [00:02<00:07, 34.84it/s] Loading 0: 28%|██▊ | 103/363 [00:02<00:05, 48.79it/s] Loading 0: 31%|███ | 112/363 [00:02<00:04, 53.28it/s] Loading 0: 34%|███▍ | 124/363 [00:02<00:03, 62.01it/s] Loading 0: 38%|███▊ | 139/363 [00:02<00:02, 74.99it/s] Loading 0: 41%|████ | 148/363 [00:04<00:08, 23.96it/s] Loading 0: 43%|████▎ | 157/363 [00:04<00:07, 28.80it/s] Loading 0: 46%|████▌ | 166/363 [00:04<00:05, 34.85it/s] Loading 0: 48%|████▊ | 175/363 [00:04<00:04, 41.61it/s] Loading 0: 51%|█████ | 184/363 [00:04<00:03, 48.72it/s] Loading 0: 53%|█████▎ | 193/363 [00:04<00:03, 53.62it/s] Loading 0: 56%|█████▌ | 202/363 [00:04<00:02, 57.10it/s] Loading 0: 58%|█████▊ | 211/363 [00:04<00:02, 58.42it/s] Loading 0: 61%|██████ | 220/363 [00:05<00:02, 61.87it/s] Loading 0: 63%|██████▎ | 228/363 [00:06<00:06, 20.48it/s] Loading 0: 64%|██████▍ | 234/363 [00:06<00:05, 24.02it/s] Loading 0: 68%|██████▊ | 247/363 [00:06<00:03, 34.89it/s] Loading 0: 71%|███████▏ | 259/363 [00:06<00:02, 44.04it/s] Loading 0: 75%|███████▌ | 274/363 [00:06<00:01, 56.98it/s] Loading 0: 79%|███████▉ | 286/363 [00:06<00:01, 63.54it/s] Loading 0: 81%|████████▏ | 295/363 [00:06<00:01, 65.08it/s] Loading 0: 84%|████████▎ | 304/363 [00:07<00:02, 23.52it/s] Loading 0: 86%|████████▌ | 313/363 [00:08<00:01, 29.26it/s] Loading 0: 89%|████████▊ | 322/363 [00:08<00:01, 35.50it/s] Loading 0: 93%|█████████▎| 337/363 [00:08<00:00, 47.60it/s] Loading 0: 95%|█████████▌| 346/363 [00:08<00:00, 52.60it/s] Loading 0: 99%|█████████▊| 358/363 [00:08<00:00, 60.24it/s]
Job cycy233-nemo-p-v0-c1-v1-mkmlizer completed after 117.07s with status: succeeded
Stopping job with name cycy233-nemo-p-v0-c1-v1-mkmlizer
Pipeline stage MKMLizer completed in 118.14s
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Pipeline stage MKMLTemplater completed in 0.18s
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Creating inference service cycy233-nemo-p-v0-c1-v1
Waiting for inference service cycy233-nemo-p-v0-c1-v1 to be ready
Failed to get response for submission chaiml-lexical-nemo-v4-1k1e5_v3: ('http://chaiml-lexical-nemo-v4-1k1e5-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59440->127.0.0.1:8080: read: connection reset by peer\n')
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Inference service cycy233-nemo-p-v0-c1-v1 ready after 170.5936141014099s
Pipeline stage MKMLDeployer completed in 171.04s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3072547912597656s
Received healthy response to inference request in 2.0892863273620605s
Received healthy response to inference request in 2.1446521282196045s
Received healthy response to inference request in 2.7758588790893555s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Received healthy response to inference request in 3.3241186141967773s
5 requests
0 failed requests
5th percentile: 2.100359487533569
10th percentile: 2.111432647705078
20th percentile: 2.133578968048096
30th percentile: 2.1771726608276367
40th percentile: 2.242213726043701
50th percentile: 2.3072547912597656
60th percentile: 2.4946964263916014
70th percentile: 2.6821380615234376
80th percentile: 2.8855108261108398
90th percentile: 3.1048147201538088
95th percentile: 3.214466667175293
99th percentile: 3.3021882247924803
mean time: 2.5282341480255126
Pipeline stage StressChecker completed in 27.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 6.18s
Shutdown handler de-registered
cycy233-nemo-p-v0-c1_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service cycy233-nemo-p-v0-c1-v1-profiler
Waiting for inference service cycy233-nemo-p-v0-c1-v1-profiler to be ready
Inference service cycy233-nemo-p-v0-c1-v1-profiler ready after 170.3863980770111s
Pipeline stage MKMLProfilerDeployer completed in 170.74s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf:/code/chaiverse_profiler_1726387660 --namespace tenant-chaiml-guanaco
kubectl exec -it cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726387660 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726387660/summary.json'
kubectl exec -it cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726387660/summary.json'
Pipeline stage MKMLProfilerRunner completed in 940.99s
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Running pipeline stage MKMLProfilerDeleter
Checking if service cycy233-nemo-p-v0-c1-v1-profiler is running
Tearing down inference service cycy233-nemo-p-v0-c1-v1-profiler
Service cycy233-nemo-p-v0-c1-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.92s
Shutdown handler de-registered
cycy233-nemo-p-v0-c1_v1 status is now inactive due to auto deactivation removed underperforming models