chaiml-20250219-dtnewma_29194

developer_uid: chai_backend_admin

submission_id: chaiml-20250219-dtnewma_29194_v2

model_name: chaiml-20250219-dtnewma_29194_v2

model_group: ChaiML/20250219-dtnewman

status: torndown

timestamp: 2025-02-19T17:02:15+00:00

num_battles: 7067

num_wins: 3755

celo_rating: 1290.27

family_friendly_score: 0.5468

family_friendly_standard_error: 0.00704002499995561

submission_type: basic

model_repo: ChaiML/20250219-dtnewman-4epochs-182rows-cai-horror-dataset

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 100

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.41778201661320463, 'latency_mean': 2.3935306704044343, 'latency_p50': 2.3925952911376953, 'latency_p90': 2.5633688449859617}, {'batch_size': 3, 'throughput': 0.8247768332661253, 'latency_mean': 3.6210554790496827, 'latency_p50': 3.635596513748169, 'latency_p90': 3.905693531036377}, {'batch_size': 5, 'throughput': 1.0140156322268536, 'latency_mean': 4.913318226337433, 'latency_p50': 4.886344075202942, 'latency_p90': 5.405038666725159}, {'batch_size': 6, 'throughput': 1.0849662396377648, 'latency_mean': 5.502826128005982, 'latency_p50': 5.514706254005432, 'latency_p90': 6.033366370201111}, {'batch_size': 10, 'throughput': 1.1727947637195002, 'latency_mean': 8.44659058213234, 'latency_p50': 8.468044996261597, 'latency_p90': 9.333740305900573}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-20250219-dtnewma_29194_v2

ineligible_reason: max_output_tokens!=64

is_internal_developer: True

language_model: ChaiML/20250219-dtnewman-4epochs-182rows-cai-horror-dataset

model_size: 13B

ranking_group: single

throughput_3p7s: 0.84

us_pacific_date: 2025-02-19

win_ratio: 0.5313428611857931

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': ['</s>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 100}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-20250219-dtnewma-29194-v2-mkmlizer
Waiting for job on chaiml-20250219-dtnewma-29194-v2-mkmlizer to finish
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║       /___/                                                         ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║                                                                     ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║                                                                     ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║                                                                     ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ║                                                                     ║
chaiml-20250219-dtnewma-29194-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-20250219-dtnewma-29194-v2-mkmlizer: Downloaded to shared memory in 35.483s
chaiml-20250219-dtnewma-29194-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdf6ybinn, device:0
chaiml-20250219-dtnewma-29194-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-20250219-dtnewma-29194-v2-mkmlizer: quantized model in 36.154s
chaiml-20250219-dtnewma-29194-v2-mkmlizer: Processed model ChaiML/20250219-dtnewman-4epochs-182rows-cai-horror-dataset in 71.637s
chaiml-20250219-dtnewma-29194-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-20250219-dtnewma-29194-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-20250219-dtnewma-29194-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-20250219-dtnewma-29194-v2
chaiml-20250219-dtnewma-29194-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-20250219-dtnewma-29194-v2/config.json
chaiml-20250219-dtnewma-29194-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-20250219-dtnewma-29194-v2/special_tokens_map.json
chaiml-20250219-dtnewma-29194-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-20250219-dtnewma-29194-v2/tokenizer_config.json
chaiml-20250219-dtnewma-29194-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-20250219-dtnewma-29194-v2/flywheel_model.0.safetensors
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Job chaiml-20250219-dtnewma-29194-v2-mkmlizer completed after 94.3s with status: succeeded
Stopping job with name chaiml-20250219-dtnewma-29194-v2-mkmlizer
Pipeline stage MKMLizer completed in 94.81s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-20250219-dtnewma-29194-v2
Waiting for inference service chaiml-20250219-dtnewma-29194-v2 to be ready
Failed to get response for submission chaiml-20250219-c-4epoc_80755_v1: HTTPConnectionPool(host='chaiml-20250219-c-4epoc-80755-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-20250219-c-4epoc_80755_v1: HTTPConnectionPool(host='chaiml-20250219-c-4epoc-80755-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-20250219-dtnewma-29194-v2 ready after 170.57128715515137s
Pipeline stage MKMLDeployer completed in 171.62s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8258581161499023s
Received healthy response to inference request in 2.492871046066284s
Received healthy response to inference request in 2.4654812812805176s
Received healthy response to inference request in 2.3591816425323486s
Received healthy response to inference request in 2.900812864303589s
5 requests
0 failed requests
5th percentile: 2.3804415702819823
10th percentile: 2.401701498031616
20th percentile: 2.444221353530884
30th percentile: 2.4709592342376707
40th percentile: 2.4819151401519775
50th percentile: 2.492871046066284
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70th percentile: 2.7592607021331785
80th percentile: 2.8408490657806396
90th percentile: 2.8708309650421144
95th percentile: 2.8858219146728517
99th percentile: 2.8978146743774413
mean time: 2.608840990066528
Pipeline stage StressChecker completed in 14.34s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
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chaiml-20250219-dtnewma_29194_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5503.01s
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chaiml-20250219-dtnewma_29194_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-20250219-dtnewma_29194_v2 status is now torndown due to DeploymentManager action
chaiml-20250219-dtnewma_29194_v2 status is now torndown due to DeploymentManager action
chaiml-20250219-dtnewma_29194_v2 status is now torndown due to DeploymentManager action