rica40325-iter0-3725

submission_id: rica40325-iter0-3725_v1

developer_uid: rica40325

best_of: 8

celo_rating: 1252.54

display_name: rica40325-iter0-3725_v1

family_friendly_score: 0.0

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': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: False

language_model: rica40325/iter0-3725

latencies: [{'batch_size': 1, 'throughput': 0.8693258371401063, 'latency_mean': 1.1502436661720277, 'latency_p50': 1.1485373973846436, 'latency_p90': 1.261863684654236}, {'batch_size': 4, 'throughput': 1.8772859791458893, 'latency_mean': 2.123136668205261, 'latency_p50': 2.105983257293701, 'latency_p90': 2.3540865182876587}, {'batch_size': 5, 'throughput': 2.0205335545122494, 'latency_mean': 2.4566435623168945, 'latency_p50': 2.4600027799606323, 'latency_p90': 2.7956629276275633}, {'batch_size': 8, 'throughput': 2.253563807379607, 'latency_mean': 3.5267786514759063, 'latency_p50': 3.557511806488037, 'latency_p90': 3.994659924507141}, {'batch_size': 10, 'throughput': 2.3108597746882737, 'latency_mean': 4.294466526508331, 'latency_p50': 4.332206845283508, 'latency_p90': 4.861676120758056}, {'batch_size': 12, 'throughput': 2.3305696303368255, 'latency_mean': 5.101506158113479, 'latency_p50': 5.148558497428894, 'latency_p90': 5.68472876548767}, {'batch_size': 15, 'throughput': 2.346547477408201, 'latency_mean': 6.312350606918335, 'latency_p50': 6.313241124153137, 'latency_p90': 7.05810956954956}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: rica40325/iter0-3725

model_name: rica40325-iter0-3725_v1

model_num_parameters: 8030261248.0

model_repo: rica40325/iter0-3725

model_size: 8B

num_battles: 69479

num_wins: 35413

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 2.28

timestamp: 2024-09-23T05:43:34+00:00

us_pacific_date: 2024-09-22

win_ratio: 0.5096935764763454

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 rica40325-iter0-3725-v1-mkmlizer
Waiting for job on rica40325-iter0-3725-v1-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
rica40325-iter0-3725-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-iter0-3725-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-iter0-3725-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-iter0-3725-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-iter0-3725-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-iter0-3725-v1-mkmlizer: ║       /___/                                                         ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-iter0-3725-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-iter0-3725-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-iter0-3725-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-iter0-3725-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-iter0-3725-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-iter0-3725-v1-mkmlizer: ║                                                                     ║
rica40325-iter0-3725-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-iter0-3725-v1-mkmlizer: Downloaded to shared memory in 64.117s
rica40325-iter0-3725-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnzl5jrpy, device:0
rica40325-iter0-3725-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-iter0-3725-v1-mkmlizer: quantized model in 28.557s
rica40325-iter0-3725-v1-mkmlizer: Processed model rica40325/iter0-3725 in 92.674s
rica40325-iter0-3725-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-iter0-3725-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-iter0-3725-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-iter0-3725-v1
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/config.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/special_tokens_map.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/tokenizer_config.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-iter0-3725-v1/tokenizer.json
rica40325-iter0-3725-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-iter0-3725-v1/flywheel_model.0.safetensors
rica40325-iter0-3725-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   2%|▏         | 5/291 [00:00<00:11, 25.85it/s]
Loading 0:   4%|▍         | 12/291 [00:00<00:07, 36.25it/s]
Loading 0:   5%|▌         | 16/291 [00:00<00:08, 32.84it/s]
Loading 0:   7%|▋         | 21/291 [00:00<00:07, 34.96it/s]
Loading 0:   9%|▊         | 25/291 [00:00<00:08, 32.98it/s]
Loading 0:  11%|█         | 31/291 [00:00<00:06, 39.94it/s]
Loading 0:  12%|█▏        | 36/291 [00:01<00:11, 22.89it/s]
Loading 0:  14%|█▍        | 41/291 [00:01<00:10, 24.79it/s]
Loading 0:  16%|█▋        | 48/291 [00:01<00:07, 32.16it/s]
Loading 0:  18%|█▊        | 53/291 [00:01<00:07, 32.29it/s]
Loading 0:  20%|█▉        | 57/291 [00:01<00:06, 33.62it/s]
Loading 0:  21%|██        | 61/291 [00:01<00:07, 32.40it/s]
Loading 0:  23%|██▎       | 66/291 [00:02<00:06, 36.06it/s]
Loading 0:  24%|██▍       | 70/291 [00:02<00:06, 34.48it/s]
Loading 0:  25%|██▌       | 74/291 [00:02<00:06, 34.19it/s]
Loading 0:  27%|██▋       | 78/291 [00:02<00:06, 33.21it/s]
Loading 0:  28%|██▊       | 82/291 [00:02<00:08, 23.40it/s]
Loading 0:  29%|██▉       | 85/291 [00:02<00:08, 24.61it/s]
Loading 0:  31%|███       | 90/291 [00:02<00:06, 29.55it/s]
Loading 0:  32%|███▏      | 94/291 [00:03<00:06, 30.08it/s]
Loading 0:  34%|███▍      | 99/291 [00:03<00:05, 34.18it/s]
Loading 0:  35%|███▌      | 103/291 [00:03<00:05, 33.52it/s]
Loading 0:  37%|███▋      | 108/291 [00:03<00:04, 37.26it/s]
Loading 0:  38%|███▊      | 112/291 [00:03<00:05, 35.00it/s]
Loading 0:  40%|███▉      | 116/291 [00:03<00:05, 33.68it/s]
Loading 0:  42%|████▏     | 122/291 [00:03<00:04, 37.63it/s]
Loading 0:  44%|████▎     | 127/291 [00:03<00:04, 36.45it/s]
Loading 0:  46%|████▌     | 133/291 [00:04<00:04, 32.03it/s]
Loading 0:  47%|████▋     | 137/291 [00:04<00:04, 31.34it/s]
Loading 0:  48%|████▊     | 141/291 [00:04<00:05, 29.09it/s]
Loading 0:  51%|█████     | 147/291 [00:04<00:04, 34.54it/s]
Loading 0:  52%|█████▏    | 151/291 [00:04<00:04, 32.45it/s]
Loading 0:  54%|█████▎    | 156/291 [00:04<00:04, 33.52it/s]
Loading 0:  55%|█████▍    | 160/291 [00:05<00:04, 31.73it/s]
Loading 0:  57%|█████▋    | 165/291 [00:05<00:03, 34.08it/s]
Loading 0:  58%|█████▊    | 169/291 [00:05<00:03, 30.98it/s]
Loading 0:  60%|█████▉    | 174/291 [00:05<00:03, 33.95it/s]
Loading 0:  61%|██████    | 178/291 [00:05<00:03, 33.69it/s]
Loading 0:  64%|██████▎   | 185/291 [00:05<00:02, 37.33it/s]
Loading 0:  65%|██████▍   | 189/291 [00:06<00:03, 25.55it/s]
Loading 0:  67%|██████▋   | 194/291 [00:06<00:03, 26.25it/s]
Loading 0:  69%|██████▉   | 201/291 [00:06<00:02, 33.37it/s]
Loading 0:  70%|███████   | 205/291 [00:06<00:02, 32.75it/s]
Loading 0:  72%|███████▏  | 210/291 [00:06<00:02, 35.95it/s]
Loading 0:  74%|███████▎  | 214/291 [00:06<00:02, 34.06it/s]
Loading 0:  75%|███████▌  | 219/291 [00:06<00:01, 36.58it/s]
Loading 0:  77%|███████▋  | 223/291 [00:06<00:01, 35.29it/s]
Loading 0:  78%|███████▊  | 227/291 [00:07<00:01, 36.09it/s]
Loading 0:  79%|███████▉  | 231/291 [00:07<00:01, 36.82it/s]
Loading 0:  81%|████████  | 235/291 [00:07<00:02, 27.42it/s]
Loading 0:  82%|████████▏ | 239/291 [00:07<00:01, 26.32it/s]
Loading 0:  85%|████████▍ | 246/291 [00:07<00:01, 32.44it/s]
Loading 0:  86%|████████▌ | 250/291 [00:07<00:01, 31.89it/s]
Loading 0:  88%|████████▊ | 255/291 [00:07<00:01, 35.68it/s]
Loading 0:  89%|████████▉ | 259/291 [00:08<00:00, 35.31it/s]
Loading 0:  91%|█████████ | 264/291 [00:08<00:00, 38.19it/s]
Loading 0:  92%|█████████▏| 268/291 [00:08<00:00, 36.88it/s]
Loading 0:  94%|█████████▍| 273/291 [00:08<00:00, 38.97it/s]
Loading 0:  95%|█████████▌| 277/291 [00:08<00:00, 36.81it/s]
Loading 0:  97%|█████████▋| 281/291 [00:08<00:00, 36.76it/s]
Loading 0:  98%|█████████▊| 286/291 [00:14<00:01,  2.65it/s]
Loading 0:  99%|█████████▉| 289/291 [00:14<00:00,  3.30it/s]
                                                            
Job rica40325-iter0-3725-v1-mkmlizer completed after 125.6s with status: succeeded
Stopping job with name rica40325-iter0-3725-v1-mkmlizer
Pipeline stage MKMLizer completed in 127.65s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rica40325-iter0-3725-v1
Waiting for inference service rica40325-iter0-3725-v1 to be ready
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
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
Inference service rica40325-iter0-3725-v1 ready after 191.2125906944275s
Pipeline stage MKMLDeployer completed in 192.59s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5577878952026367s
Received healthy response to inference request in 1.5738646984100342s
Received healthy response to inference request in 2.5624279975891113s
Received healthy response to inference request in 1.3484630584716797s
Received healthy response to inference request in 1.4701800346374512s
5 requests
0 failed requests
5th percentile: 1.372806453704834
10th percentile: 1.3971498489379883
20th percentile: 1.445836639404297
30th percentile: 1.4909169673919678
40th percentile: 1.532390832901001
50th percentile: 1.5738646984100342
60th percentile: 1.967433977127075
70th percentile: 2.361003255844116
80th percentile: 2.5587159156799317
90th percentile: 2.5605719566345213
95th percentile: 2.5614999771118163
99th percentile: 2.5622423934936522
mean time: 1.9025447368621826
Pipeline stage StressChecker completed in 11.18s
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 5.06s
Shutdown handler de-registered
rica40325-iter0-3725_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 0.11s
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 rica40325-iter0-3725-v1-profiler
Waiting for inference service rica40325-iter0-3725-v1-profiler to be ready
Inference service rica40325-iter0-3725-v1-profiler ready after 190.45147466659546s
Pipeline stage MKMLProfilerDeployer completed in 190.80s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868:/code/chaiverse_profiler_1727070781 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727070781 && 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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1727070781/summary.json'
kubectl exec -it rica40325-iter0-3725-v1-profiler-predictor-00001-deploymenkz868 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727070781/summary.json'
Pipeline stage MKMLProfilerRunner completed in 787.45s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-iter0-3725-v1-profiler is running
Tearing down inference service rica40325-iter0-3725-v1-profiler
Service rica40325-iter0-3725-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.86s
Shutdown handler de-registered
rica40325-iter0-3725_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-iter0-3725_v1 status is now torndown due to DeploymentManager action