cloudyu-chaiml-nemo-dpo-v7

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v7_v10

model_name: cloudyu-chaiml-nemo-dpo-v7_v7

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-04T08:34:25+00:00

num_battles: 11241

num_wins: 5813

celo_rating: 1275.21

family_friendly_score: 0.5548

family_friendly_standard_error: 0.007028470103799261

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6030910877021591, 'latency_mean': 1.6580587029457092, 'latency_p50': 1.6521903276443481, 'latency_p90': 1.8414288759231567}, {'batch_size': 3, 'throughput': 1.088055008323024, 'latency_mean': 2.7520671701431274, 'latency_p50': 2.745414972305298, 'latency_p90': 3.0370998620986938}, {'batch_size': 5, 'throughput': 1.3139671515887321, 'latency_mean': 3.784701830148697, 'latency_p50': 3.796137571334839, 'latency_p90': 4.231138396263122}, {'batch_size': 6, 'throughput': 1.3726075883338598, 'latency_mean': 4.352321510314941, 'latency_p50': 4.365537047386169, 'latency_p90': 4.835246825218201}, {'batch_size': 8, 'throughput': 1.4398913281479992, 'latency_mean': 5.518875048160553, 'latency_p50': 5.552030920982361, 'latency_p90': 6.167570233345032}, {'batch_size': 10, 'throughput': 1.4727138318279682, 'latency_mean': 6.748212066888809, 'latency_p50': 6.770066976547241, 'latency_p90': 7.514540934562683}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v7_v7

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.31

us_pacific_date: 2024-12-04

win_ratio: 0.517124810959879

generation_params: {'temperature': 1.25, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, '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 cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: Downloaded to shared memory in 32.704s
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7iv8ov2a, device:0
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: quantized model in 35.922s
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V7 in 68.626s
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10/config.json
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10/tokenizer.json
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v10/flywheel_model.0.safetensors
cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 28.49it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 49.73it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 47.90it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:06, 49.14it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 51.49it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:06, 49.23it/s]
Loading 0:  12%|█▏        | 43/363 [00:00<00:06, 49.28it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 51.14it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 48.48it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:08, 35.29it/s]
Loading 0:  18%|█▊        | 66/363 [00:01<00:08, 35.51it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 39.43it/s]
Loading 0:  21%|██▏       | 78/363 [00:01<00:06, 41.07it/s]
Loading 0:  23%|██▎       | 83/363 [00:01<00:06, 42.09it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:05, 47.65it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:05, 45.99it/s]
Loading 0:  28%|██▊       | 101/363 [00:02<00:06, 43.07it/s]
Loading 0:  29%|██▉       | 107/363 [00:02<00:05, 46.97it/s]
Loading 0:  31%|███       | 113/363 [00:02<00:05, 42.30it/s]
Loading 0:  33%|███▎      | 118/363 [00:02<00:06, 40.28it/s]
Loading 0:  35%|███▍      | 126/363 [00:02<00:04, 47.81it/s]
Loading 0:  36%|███▋      | 132/363 [00:02<00:05, 45.71it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 44.55it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 34.73it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 35.22it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 33.98it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 40.88it/s]
Loading 0:  45%|████▍     | 163/363 [00:03<00:04, 41.00it/s]
Loading 0:  46%|████▋     | 168/363 [00:03<00:04, 41.41it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 46.56it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:04, 44.62it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 43.61it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 48.70it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 44.30it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 41.92it/s]
Loading 0:  58%|█████▊    | 211/363 [00:04<00:03, 46.68it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 44.56it/s]
Loading 0:  61%|██████    | 222/363 [00:05<00:03, 45.07it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:04, 32.39it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:04, 31.23it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 38.04it/s]
Loading 0:  67%|██████▋   | 244/363 [00:05<00:03, 38.70it/s]
Loading 0:  69%|██████▊   | 249/363 [00:05<00:02, 38.59it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 43.04it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 43.20it/s]
Loading 0:  73%|███████▎  | 266/363 [00:06<00:02, 40.56it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:01, 48.08it/s]
Loading 0:  77%|███████▋  | 280/363 [00:06<00:01, 45.63it/s]
Loading 0:  79%|███████▊  | 285/363 [00:06<00:01, 45.16it/s]
Loading 0:  80%|████████  | 292/363 [00:06<00:01, 49.41it/s]
Loading 0:  82%|████████▏ | 298/363 [00:06<00:01, 46.95it/s]
Loading 0:  84%|████████▎ | 304/363 [00:13<00:20,  2.86it/s]
Loading 0:  85%|████████▍ | 308/363 [00:13<00:15,  3.58it/s]
Loading 0:  86%|████████▌ | 312/363 [00:13<00:11,  4.54it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:05,  7.32it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:03,  9.75it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:02, 12.13it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 16.80it/s]
Loading 0:  95%|█████████▍| 344/363 [00:14<00:00, 20.31it/s]
Loading 0:  96%|█████████▌| 349/363 [00:14<00:00, 23.38it/s]
Loading 0:  98%|█████████▊| 356/363 [00:14<00:00, 29.60it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 32.04it/s]
                                                            
Job cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer completed after 94.93s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v7-v10-mkmlizer
Pipeline stage MKMLizer completed in 95.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v7-v10
Waiting for inference service cloudyu-chaiml-nemo-dpo-v7-v10 to be ready
Inference service cloudyu-chaiml-nemo-dpo-v7-v10 ready after 150.60130667686462s
Pipeline stage MKMLDeployer completed in 151.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.043097972869873s
Received healthy response to inference request in 1.5948655605316162s
Received healthy response to inference request in 1.8753013610839844s
Received healthy response to inference request in 1.6264269351959229s
Received healthy response to inference request in 1.8298614025115967s
5 requests
0 failed requests
5th percentile: 1.6011778354644775
10th percentile: 1.607490110397339
20th percentile: 1.6201146602630616
30th percentile: 1.6671138286590577
40th percentile: 1.748487615585327
50th percentile: 1.8298614025115967
60th percentile: 1.8480373859405517
70th percentile: 1.8662133693695069
80th percentile: 1.908860683441162
90th percentile: 1.9759793281555176
95th percentile: 2.0095386505126953
99th percentile: 2.0363861083984376
mean time: 1.7939106464385985
Pipeline stage StressChecker completed in 10.38s
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 2.46s
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 2.78s
Shutdown handler de-registered
cloudyu-chaiml-nemo-dpo-v7_v10 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 cloudyu-chaiml-nemo-dpo-v7-v10-profiler
Waiting for inference service cloudyu-chaiml-nemo-dpo-v7-v10-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 2644.48s
Shutdown handler de-registered
cloudyu-chaiml-nemo-dpo-v7_v10 status is now inactive due to auto deactivation removed underperforming models