chaiml-elo-alignment-run-3

developer_uid: zonemercy

submission_id: chaiml-elo-alignment-run-3_v61

model_name: chaiml-elo-alignment-run-3_v61

model_group: ChaiML/elo_alignment_run

status: inactive

timestamp: 2024-12-03T12:10:20+00:00

num_battles: 14894

num_wins: 7567

celo_rating: 1269.55

family_friendly_score: 0.5840000000000001

family_friendly_standard_error: 0.006970566691453429

submission_type: basic

model_repo: ChaiML/elo_alignment_run_3

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.8990778508127696, 'latency_mean': 1.112155590057373, 'latency_p50': 1.119275689125061, 'latency_p90': 1.2352259159088135}, {'batch_size': 4, 'throughput': 1.81868898332031, 'latency_mean': 2.1853302562236787, 'latency_p50': 2.1790549755096436, 'latency_p90': 2.4273720264434813}, {'batch_size': 5, 'throughput': 1.8804075690190303, 'latency_mean': 2.650503602027893, 'latency_p50': 2.6409990787506104, 'latency_p90': 2.9648319482803345}, {'batch_size': 8, 'throughput': 2.0513135123579307, 'latency_mean': 3.8728643107414245, 'latency_p50': 3.876240611076355, 'latency_p90': 4.294286942481994}, {'batch_size': 10, 'throughput': 2.073036654819615, 'latency_mean': 4.7810307109355925, 'latency_p50': 4.761782884597778, 'latency_p90': 5.585172581672668}, {'batch_size': 12, 'throughput': 2.0756183007550777, 'latency_mean': 5.693133503198624, 'latency_p50': 5.701013207435608, 'latency_p90': 6.767500686645508}, {'batch_size': 15, 'throughput': 2.0484290398616447, 'latency_mean': 7.166063438653946, 'latency_p50': 7.22554886341095, 'latency_p90': 8.082850313186645}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-elo-alignment-run-3_v61

is_internal_developer: True

language_model: ChaiML/elo_alignment_run_3

model_size: 8B

ranking_group: single

throughput_3p7s: 2.05

us_pacific_date: 2024-12-03

win_ratio: 0.5080569356787968

generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, '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 chaiml-elo-alignment-run-3-v61-mkmlizer
Waiting for job on chaiml-elo-alignment-run-3-v61-mkmlizer to finish
chaiml-elo-alignment-run-3-v61-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-elo-alignment-run-3-v61-mkmlizer: ║     _____            __           __                                ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║       /___/                                                         ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  belonging to:                                                      ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v61-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-elo-alignment-run-3-v61-mkmlizer: Downloaded to shared memory in 66.599s
chaiml-elo-alignment-run-3-v61-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6ntkthae, device:0
chaiml-elo-alignment-run-3-v61-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-elo-alignment-run-3-v61-mkmlizer: quantized model in 30.273s
chaiml-elo-alignment-run-3-v61-mkmlizer: Processed model ChaiML/elo_alignment_run_3 in 96.872s
chaiml-elo-alignment-run-3-v61-mkmlizer: creating bucket guanaco-mkml-models
chaiml-elo-alignment-run-3-v61-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-elo-alignment-run-3-v61-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v61
chaiml-elo-alignment-run-3-v61-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v61/config.json
chaiml-elo-alignment-run-3-v61-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v61/special_tokens_map.json
chaiml-elo-alignment-run-3-v61-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v61/tokenizer_config.json
chaiml-elo-alignment-run-3-v61-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v61/tokenizer.json
chaiml-elo-alignment-run-3-v61-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   2%|▏         | 5/291 [00:00<00:12, 23.40it/s]
Loading 0:   4%|▍         | 12/291 [00:00<00:08, 32.46it/s]
Loading 0:   5%|▌         | 16/291 [00:00<00:09, 29.70it/s]
Loading 0:   7%|▋         | 21/291 [00:00<00:08, 32.38it/s]
Loading 0:   9%|▊         | 25/291 [00:00<00:08, 30.22it/s]
Loading 0:  10%|▉         | 29/291 [00:00<00:08, 32.59it/s]
Loading 0:  11%|█▏        | 33/291 [00:01<00:11, 23.03it/s]
Loading 0:  12%|█▏        | 36/291 [00:01<00:12, 21.03it/s]
Loading 0:  14%|█▍        | 41/291 [00:01<00:10, 22.83it/s]
Loading 0:  16%|█▋        | 48/291 [00:01<00:08, 29.93it/s]
Loading 0:  18%|█▊        | 52/291 [00:01<00:08, 28.91it/s]
Loading 0:  20%|█▉        | 57/291 [00:02<00:07, 30.79it/s]
Loading 0:  21%|██        | 61/291 [00:02<00:07, 29.52it/s]
Loading 0:  23%|██▎       | 66/291 [00:02<00:07, 31.82it/s]
Loading 0:  24%|██▍       | 70/291 [00:02<00:07, 30.50it/s]
Loading 0:  25%|██▌       | 74/291 [00:02<00:07, 30.38it/s]
Loading 0:  27%|██▋       | 78/291 [00:02<00:07, 30.10it/s]
Loading 0:  28%|██▊       | 82/291 [00:03<00:09, 21.15it/s]
Loading 0:  29%|██▉       | 85/291 [00:03<00:09, 22.15it/s]
Loading 0:  31%|███       | 90/291 [00:03<00:07, 25.93it/s]
Loading 0:  32%|███▏      | 93/291 [00:03<00:08, 24.26it/s]
Loading 0:  34%|███▍      | 99/291 [00:03<00:06, 29.74it/s]
Loading 0:  35%|███▌      | 103/291 [00:03<00:06, 29.30it/s]
Loading 0:  37%|███▋      | 108/291 [00:03<00:05, 32.08it/s]
Loading 0:  38%|███▊      | 112/291 [00:03<00:05, 30.51it/s]
Loading 0:  40%|███▉      | 116/291 [00:04<00:05, 30.44it/s]
Loading 0:  42%|████▏     | 122/291 [00:04<00:04, 34.53it/s]
Loading 0:  44%|████▎     | 127/291 [00:04<00:04, 32.89it/s]
Loading 0:  46%|████▌     | 133/291 [00:04<00:05, 29.34it/s]
Loading 0:  47%|████▋     | 137/291 [00:04<00:05, 29.06it/s]
Loading 0:  48%|████▊     | 141/291 [00:04<00:05, 26.53it/s]
Loading 0:  51%|█████     | 147/291 [00:05<00:04, 30.82it/s]
Loading 0:  52%|█████▏    | 151/291 [00:05<00:04, 30.04it/s]
Loading 0:  54%|█████▎    | 156/291 [00:05<00:04, 32.19it/s]
Loading 0:  55%|█████▍    | 160/291 [00:05<00:04, 30.72it/s]
Loading 0:  57%|█████▋    | 165/291 [00:05<00:03, 32.12it/s]
Loading 0:  58%|█████▊    | 169/291 [00:05<00:03, 30.66it/s]
Loading 0:  60%|█████▉    | 174/291 [00:05<00:03, 33.14it/s]
Loading 0:  61%|██████    | 178/291 [00:06<00:03, 31.30it/s]
Loading 0:  63%|██████▎   | 182/291 [00:06<00:03, 33.15it/s]
Loading 0:  64%|██████▍   | 186/291 [00:06<00:04, 24.76it/s]
Loading 0:  65%|██████▍   | 189/291 [00:06<00:04, 22.03it/s]
Loading 0:  67%|██████▋   | 194/291 [00:06<00:04, 23.90it/s]
Loading 0:  69%|██████▉   | 201/291 [00:06<00:02, 31.22it/s]
Loading 0:  70%|███████   | 205/291 [00:07<00:02, 30.65it/s]
Loading 0:  72%|███████▏  | 210/291 [00:07<00:02, 32.89it/s]
Loading 0:  74%|███████▎  | 214/291 [00:07<00:02, 31.68it/s]
Loading 0:  75%|███████▌  | 219/291 [00:07<00:02, 34.62it/s]
Loading 0:  77%|███████▋  | 223/291 [00:07<00:02, 32.25it/s]
Loading 0:  78%|███████▊  | 227/291 [00:07<00:02, 29.97it/s]
Loading 0:  79%|███████▉  | 231/291 [00:07<00:01, 30.35it/s]
Loading 0:  81%|████████  | 235/291 [00:08<00:02, 23.64it/s]
Loading 0:  82%|████████▏ | 239/291 [00:08<00:02, 23.50it/s]
Loading 0:  85%|████████▍ | 246/291 [00:08<00:01, 30.84it/s]
Loading 0:  86%|████████▌ | 250/291 [00:08<00:01, 30.08it/s]
Loading 0:  88%|████████▊ | 255/291 [00:08<00:01, 32.53it/s]
Loading 0:  89%|████████▉ | 259/291 [00:08<00:01, 31.22it/s]
Loading 0:  91%|█████████ | 264/291 [00:09<00:00, 33.89it/s]
Loading 0:  92%|█████████▏| 268/291 [00:09<00:00, 32.17it/s]
Loading 0:  94%|█████████▍| 273/291 [00:09<00:00, 34.08it/s]
Loading 0:  95%|█████████▌| 277/291 [00:09<00:00, 32.33it/s]
Loading 0:  97%|█████████▋| 281/291 [00:09<00:00, 31.96it/s]
Loading 0:  98%|█████████▊| 285/291 [00:09<00:00, 33.54it/s]
Loading 0:  99%|█████████▉| 289/291 [00:15<00:00,  2.32it/s]
                                                            
Job chaiml-elo-alignment-run-3-v61-mkmlizer completed after 125.02s with status: succeeded
Stopping job with name chaiml-elo-alignment-run-3-v61-mkmlizer
Pipeline stage MKMLizer completed in 125.60s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-elo-alignment-run-3-v61
Waiting for inference service chaiml-elo-alignment-run-3-v61 to be ready
Inference service chaiml-elo-alignment-run-3-v61 ready after 150.50177311897278s
Pipeline stage MKMLDeployer completed in 151.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4385223388671875s
Received healthy response to inference request in 1.5195460319519043s
Received healthy response to inference request in 1.831117868423462s
Received healthy response to inference request in 1.4610772132873535s
Received healthy response to inference request in 1.3713867664337158s
5 requests
0 failed requests
5th percentile: 1.3893248558044433
10th percentile: 1.4072629451751708
20th percentile: 1.443139123916626
30th percentile: 1.4727709770202637
40th percentile: 1.496158504486084
50th percentile: 1.5195460319519043
60th percentile: 1.6441747665405273
70th percentile: 1.7688035011291503
80th percentile: 1.9525987625122072
90th percentile: 2.1955605506896974
95th percentile: 2.317041444778442
99th percentile: 2.4142261600494384
mean time: 1.7243300437927247
Pipeline stage StressChecker completed in 10.19s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.24s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 2.11s
Shutdown handler de-registered
chaiml-elo-alignment-run-3_v61 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-elo-alignment-run-3-v61-profiler
Waiting for inference service chaiml-elo-alignment-run-3-v61-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2827.63s
Shutdown handler de-registered
chaiml-elo-alignment-run-3_v61 status is now inactive due to auto deactivation removed underperforming models