cycy233-nemo-p-v2-c2

developer_uid: shiroe40

submission_id: cycy233-nemo-p-v2-c2_v1

model_name: auto

model_group: cycy233/nemo-p-v2-c2

status: torndown

timestamp: 2024-09-18T02:37:29+00:00

num_battles: 10196

num_wins: 4975

celo_rating: 1242.64

family_friendly_score: 0.0

submission_type: basic

model_repo: cycy233/nemo-p-v2-c2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6875302831942454, 'latency_mean': 1.454419206380844, 'latency_p50': 1.4522188901901245, 'latency_p90': 1.6158071517944337}, {'batch_size': 3, 'throughput': 1.3071601657868819, 'latency_mean': 2.2880964457988737, 'latency_p50': 2.2770551443099976, 'latency_p90': 2.5475107431411743}, {'batch_size': 5, 'throughput': 1.523125263114073, 'latency_mean': 3.2738715088367463, 'latency_p50': 3.276951789855957, 'latency_p90': 3.6632034301757814}, {'batch_size': 6, 'throughput': 1.5845103331674693, 'latency_mean': 3.7692803883552553, 'latency_p50': 3.7957171201705933, 'latency_p90': 4.194286298751831}, {'batch_size': 8, 'throughput': 1.5757143826235178, 'latency_mean': 5.062304033041, 'latency_p50': 5.039620995521545, 'latency_p90': 5.771552228927613}, {'batch_size': 10, 'throughput': 1.5269763313196831, 'latency_mean': 6.505470674037934, 'latency_p50': 6.568308591842651, 'latency_p90': 7.416976189613342}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: auto

is_internal_developer: False

language_model: cycy233/nemo-p-v2-c2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.58

us_pacific_date: 2024-09-17

win_ratio: 0.48793644566496663

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': ['\n', '</s>'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}

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}

Resubmit model

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-v2-c2-v1-mkmlizer
Waiting for job on cycy233-nemo-p-v2-c2-v1-mkmlizer to finish
Failed to get response for submission blend_tutim_2024-09-17: ('http://chaiml-lexical-nemo-v4-1k1e5-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:34040->127.0.0.1:8080: read: connection reset by peer\n')
cycy233-nemo-p-v2-c2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║     _____            __           __                                ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║       /___/                                                         ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  belonging to:                                                      ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v2-c2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
cycy233-nemo-p-v2-c2-v1-mkmlizer: Downloaded to shared memory in 43.598s
cycy233-nemo-p-v2-c2-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpo77fbvky, device:0
cycy233-nemo-p-v2-c2-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cycy233-nemo-p-v2-c2-v1-mkmlizer: quantized model in 36.366s
cycy233-nemo-p-v2-c2-v1-mkmlizer: Processed model cycy233/nemo-p-v2-c2 in 79.965s
cycy233-nemo-p-v2-c2-v1-mkmlizer: creating bucket guanaco-mkml-models
cycy233-nemo-p-v2-c2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-nemo-p-v2-c2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1
cycy233-nemo-p-v2-c2-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1/config.json
cycy233-nemo-p-v2-c2-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1/special_tokens_map.json
cycy233-nemo-p-v2-c2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1/tokenizer_config.json
cycy233-nemo-p-v2-c2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1/tokenizer.json
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-v2-c2-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-nemo-p-v2-c2-v1/flywheel_model.0.safetensors
cycy233-nemo-p-v2-c2-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 38.76it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:04, 70.80it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:03, 87.84it/s]
Loading 0:  12%|█▏        | 43/363 [00:00<00:03, 87.16it/s]
Loading 0:  16%|█▌        | 58/363 [00:00<00:03, 94.38it/s]
Loading 0:  19%|█▊        | 68/363 [00:01<00:12, 23.50it/s]
Loading 0:  21%|██        | 76/363 [00:02<00:10, 28.13it/s]
Loading 0:  23%|██▎       | 85/363 [00:02<00:08, 34.55it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:06, 40.87it/s]
Loading 0:  28%|██▊       | 103/363 [00:02<00:05, 47.79it/s]
Loading 0:  31%|███       | 112/363 [00:02<00:04, 54.21it/s]
Loading 0:  34%|███▍      | 124/363 [00:02<00:03, 62.30it/s]
Loading 0:  38%|███▊      | 139/363 [00:02<00:02, 75.58it/s]
Loading 0:  41%|████      | 148/363 [00:03<00:08, 23.92it/s]
Loading 0:  44%|████▍     | 160/363 [00:04<00:06, 31.26it/s]
Loading 0:  47%|████▋     | 169/363 [00:04<00:05, 37.33it/s]
Loading 0:  49%|████▉     | 178/363 [00:04<00:04, 42.36it/s]
Loading 0:  52%|█████▏    | 187/363 [00:04<00:03, 49.38it/s]
Loading 0:  54%|█████▍    | 196/363 [00:04<00:02, 56.31it/s]
Loading 0:  56%|█████▋    | 205/363 [00:04<00:02, 61.26it/s]
Loading 0:  61%|██████    | 220/363 [00:04<00:01, 71.95it/s]
Loading 0:  63%|██████▎   | 229/363 [00:05<00:05, 22.91it/s]
Loading 0:  66%|██████▌   | 238/363 [00:06<00:04, 28.22it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:03, 34.02it/s]
Loading 0:  71%|███████   | 256/363 [00:06<00:02, 40.93it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 48.10it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:01, 53.94it/s]
Loading 0:  78%|███████▊  | 283/363 [00:06<00:01, 55.50it/s]
Loading 0:  80%|████████  | 292/363 [00:06<00:01, 58.50it/s]
Loading 0:  83%|████████▎ | 301/363 [00:06<00:01, 61.59it/s]
Loading 0:  85%|████████▌ | 309/363 [00:07<00:02, 20.37it/s]
Loading 0:  87%|████████▋ | 315/363 [00:08<00:02, 23.80it/s]
Loading 0:  90%|█████████ | 328/363 [00:08<00:01, 34.65it/s]
Loading 0:  94%|█████████▎| 340/363 [00:08<00:00, 43.99it/s]
Loading 0:  98%|█████████▊| 354/363 [00:08<00:00, 58.95it/s]
                                                            
Job cycy233-nemo-p-v2-c2-v1-mkmlizer completed after 103.96s with status: succeeded
Stopping job with name cycy233-nemo-p-v2-c2-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cycy233-nemo-p-v2-c2-v1
Waiting for inference service cycy233-nemo-p-v2-c2-v1 to be ready
Failed to get response for submission blend_fedek_2024-08-24: ('http://chaiml-elo-alignment-run-3-v36-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33446->127.0.0.1:8080: read: connection reset by peer\n')
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', '')
Inference service cycy233-nemo-p-v2-c2-v1 ready after 192.4738073348999s
Pipeline stage MKMLDeployer completed in 192.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.204521417617798s
Received healthy response to inference request in 2.197265148162842s
Received healthy response to inference request in 2.113970994949341s
Received healthy response to inference request in 1.8873224258422852s
Received healthy response to inference request in 2.546658515930176s
5 requests
0 failed requests
5th percentile: 1.9326521396636962
10th percentile: 1.9779818534851075
20th percentile: 2.0686412811279298
30th percentile: 2.130629825592041
40th percentile: 2.1639474868774413
50th percentile: 2.197265148162842
60th percentile: 2.200167655944824
70th percentile: 2.2030701637268066
80th percentile: 2.2729488372802735
90th percentile: 2.4098036766052244
95th percentile: 2.4782310962677
99th percentile: 2.5329730319976806
mean time: 2.1899477005004884
Pipeline stage StressChecker completed in 12.27s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 5.70s
Shutdown handler de-registered
cycy233-nemo-p-v2-c2_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service cycy233-nemo-p-v2-c2-v1-profiler
Waiting for inference service cycy233-nemo-p-v2-c2-v1-profiler to be ready
Inference service cycy233-nemo-p-v2-c2-v1-profiler ready after 190.46244955062866s
Pipeline stage MKMLProfilerDeployer completed in 190.84s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/cycy233-nemo-p-v2-c2-v1-profiler-predictor-00001-deploymenbhfdr:/code/chaiverse_profiler_1726627601 --namespace tenant-chaiml-guanaco
kubectl exec -it cycy233-nemo-p-v2-c2-v1-profiler-predictor-00001-deploymenbhfdr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726627601 && 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_1726627601/summary.json'
kubectl exec -it cycy233-nemo-p-v2-c2-v1-profiler-predictor-00001-deploymenbhfdr --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726627601/summary.json'
Pipeline stage MKMLProfilerRunner completed in 963.49s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service cycy233-nemo-p-v2-c2-v1-profiler is running
Tearing down inference service cycy233-nemo-p-v2-c2-v1-profiler
Service cycy233-nemo-p-v2-c2-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.91s
Shutdown handler de-registered
cycy233-nemo-p-v2-c2_v1 status is now inactive due to auto deactivation removed underperforming models
cycy233-nemo-p-v2-c2_v1 status is now torndown due to DeploymentManager action
Pipeline stage MKMLDeleter completed in 3.54s
Running pipeline stage MKMLDeleter
cycy233-nemo-p-v0-c1_v1 status is now torndown due to DeploymentManager action
Shutdown handler de-registered
run pipeline stage %s
Pipeline stage %s skipped, reason=%s
Pipeline stage MKMLDeleter completed in 3.22s
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of cycy233-nemo-p-v2-c2_v1
run pipeline stage %s
run pipeline stage %s
Pipeline stage %s skipped, reason=%s
Shutdown handler de-registered
cycy233-nemo-p-v0-c1_v2 status is now torndown due to DeploymentManager action
run pipeline stage %s
Pipeline stage %s skipped, reason=%s
run pipeline stage %s
run pipeline %s
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of cycy233-nemo-p-v2-c3_v1
Running pipeline stage MKMLModelDeleter
Pipeline stage MKMLDeleter completed in 3.83s
cycy233-nemo-p-v0-c2_v1 status is now torndown due to DeploymentManager action
Running pipeline stage MKMLDeleter
Pipeline stage %s skipped, reason=%s
Pipeline stage MKMLModelDeleter completed in 3.79s
Shutdown handler de-registered
Running pipeline stage MKMLModelDeleter
run pipeline stage %s
run pipeline %s
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of cycy233-nemo-p-v2-c4_v1
run pipeline stage %s
Pipeline stage MKMLDeleter completed in 3.82s
Pipeline stage %s skipped, reason=%s
Shutdown handler de-registered
Pipeline stage %s skipped, reason=%s
cycy233-nemo-p-v0-c2_v2 status is now torndown due to DeploymentManager action
Running pipeline stage MKMLDeleter
run pipeline stage %s
Pipeline stage MKMLModelDeleter completed in 3.38s
run pipeline %s
admin requested tearing down of chaiml-0916-intent-roman_3299_v3
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of cycy233-nemo-p-v3-c1_v1
Running pipeline stage MKMLModelDeleter
run pipeline stage %s
Pipeline stage MKMLDeleter completed in 4.32s
Pipeline stage MKMLModelDeleter completed in 4.10s
cycy233-nemo-p-v0-c3_v1 status is now torndown due to DeploymentManager action
Pipeline stage %s skipped, reason=%s
Running pipeline stage MKMLDeleter
Shutdown handler de-registered
run pipeline stage %s
run pipeline %s
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of chaiml-0916-intent-suppo_6584_v1
Running pipeline stage MKMLModelDeleter
Shutdown handler not registered because Python interpreter is not running in the main thread
Pipeline stage %s skipped, reason=%s
admin requested tearing down of cycy233-nemo-p-v3-c2_v1
run pipeline stage %s
Shutdown handler de-registered
Pipeline stage MKMLDeleter completed in 4.97s
Pipeline stage %s skipped, reason=%s
cycy233-nemo-p-v0-c3_v2 status is now torndown due to DeploymentManager action
Running pipeline stage MKMLDeleter
run pipeline %s
run pipeline stage %s
run pipeline %s
Pipeline stage MKMLModelDeleter completed in 5.00s
admin requested tearing down of chaiml-0916-intent-suppo_6584_v2
Shutdown handler not registered because Python interpreter is not running in the main thread
Running pipeline stage MKMLModelDeleter
admin requested tearing down of cycy233-nemo-p-v3-c4_v1
cycy233-nemo-p-v1-c1_v1 status is now torndown due to DeploymentManager action
run pipeline stage %s
Pipeline stage %s skipped, reason=%s
Pipeline stage MKMLDeleter completed in 6.15s
run pipeline stage %s
run pipeline stage %s
Running pipeline stage MKMLDeleter
run pipeline %s
Shutdown handler de-registered
Pipeline stage MKMLModelDeleter completed in 5.85s
run pipeline %s
Pipeline stage %s skipped, reason=%s
Shutdown handler not registered because Python interpreter is not running in the main thread
admin requested tearing down of chaiml-0916-intent-suppo_6584_v4
Shutdown handler not registered because Python interpreter is not running in the main thread
Pipeline stage MKMLDeleter completed in 6.11s
admin requested tearing down of deverdever-heavenly-mouse-v20_v1
Running pipeline stage MKMLModelDeleter
run pipeline stage %s
Running pipeline stage MKMLDeleter
Pipeline stage %s skipped, reason=%s
run pipeline stage %s
cycy233-nemo-p-v1-c2_v1 status is now torndown due to DeploymentManager action
Shutdown handler de-registered
Pipeline stage MKMLModelDeleter completed in 6.48s
run pipeline stage %s
run pipeline %s
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
admin requested tearing down of chaiml-0917-bot-dominant_6324_v2
run pipeline stage %s
Shutdown handler not registered because Python interpreter is not running in the main thread
Pipeline stage %s skipped, reason=%s
admin requested tearing down of epiculous-azure-dusk-bas_2210_v1
Running pipeline stage MKMLModelDeleter
Pipeline stage %s skipped, reason=%s
Running pipeline stage MKMLDeleter
cycy233-nemo-p-v1-c2_v2 status is now torndown due to DeploymentManager action
Shutdown handler de-registered
Running pipeline stage MKMLDeleter
run pipeline stage %s
run pipeline %s
run pipeline stage %s
Shutdown handler not registered because Python interpreter is not running in the main thread
Connection pool is full, discarding connection: %s. Connection pool size: %s
admin requested tearing down of chaiml-0917-bot-dominant_6324_v3
Running pipeline stage MKMLModelDeleter
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s