chaiml-exp112-nemo12b-sf_6117

developer_uid: NischayDnk

submission_id: chaiml-exp112-nemo12b-sf_6117_v1

model_name: chaiml-exp112-nemo12b-sf_6117_v1

model_group: ChaiML/exp112-nemo12B-sf

status: torndown

timestamp: 2025-03-21T17:30:47+00:00

num_battles: 9585

num_wins: 4713

celo_rating: 1274.63

family_friendly_score: 0.5628

family_friendly_standard_error: 0.007015071774401171

submission_type: basic

model_repo: ChaiML/exp112-nemo12B-sftmix4M-e3-07s

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6071353378272268, 'latency_mean': 1.6470054030418395, 'latency_p50': 1.6487486362457275, 'latency_p90': 1.820977759361267}, {'batch_size': 3, 'throughput': 1.1309706881235246, 'latency_mean': 2.643391540050507, 'latency_p50': 2.6306499242782593, 'latency_p90': 2.951929211616516}, {'batch_size': 5, 'throughput': 1.3685159124204813, 'latency_mean': 3.6326088440418243, 'latency_p50': 3.612270474433899, 'latency_p90': 4.0181021928787235}, {'batch_size': 6, 'throughput': 1.4402088317639752, 'latency_mean': 4.147228400707245, 'latency_p50': 4.147642493247986, 'latency_p90': 4.6236286640167235}, {'batch_size': 8, 'throughput': 1.5145526869245987, 'latency_mean': 5.259268064498901, 'latency_p50': 5.2787169218063354, 'latency_p90': 5.9435269117355345}, {'batch_size': 10, 'throughput': 1.5416013856764363, 'latency_mean': 6.456772119998932, 'latency_p50': 6.495424509048462, 'latency_p90': 7.352554678916931}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-exp112-nemo12b-sf_6117_v1

is_internal_developer: False

language_model: ChaiML/exp112-nemo12B-sftmix4M-e3-07s

model_size: 13B

ranking_group: single

throughput_3p7s: 1.39

us_pacific_date: 2025-03-21

win_ratio: 0.4917057902973396

generation_params: {'temperature': 0.95, 'top_p': 0.96, 'min_p': 0.025, '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}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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-exp112-nemo12b-sf-6117-v1-mkmlizer
Waiting for job on chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer to finish
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║       /___/                                                         ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: Downloaded to shared memory in 48.724s
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpik891rcu, device:0
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: quantized model in 36.089s
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: Processed model ChaiML/exp112-nemo12B-sftmix4M-e3-07s in 84.813s
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1/config.json
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1/special_tokens_map.json
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1/tokenizer_config.json
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1/tokenizer.json
chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v1/flywheel_model.0.safetensors
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Job chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer completed after 114.91s with status: succeeded
Stopping job with name chaiml-exp112-nemo12b-sf-6117-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.44s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp112-nemo12b-sf-6117-v1
Waiting for inference service chaiml-exp112-nemo12b-sf-6117-v1 to be ready
Inference service chaiml-exp112-nemo12b-sf-6117-v1 ready after 90.4581573009491s
Pipeline stage MKMLDeployer completed in 90.99s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5477821826934814s
Received healthy response to inference request in 1.6286113262176514s
Received healthy response to inference request in 1.83799409866333s
Received healthy response to inference request in 1.7975397109985352s
Received healthy response to inference request in 1.4938504695892334s
5 requests
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5th percentile: 1.520802640914917
10th percentile: 1.5477548122406006
20th percentile: 1.6016591548919679
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90th percentile: 2.2638669490814207
95th percentile: 2.405824565887451
99th percentile: 2.5193906593322755
mean time: 1.8611555576324463
Pipeline stage StressChecker completed in 10.41s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2576.10s
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chaiml-exp112-nemo12b-sf_6117_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp112-nemo12b-sf_6117_v1 status is now torndown due to DeploymentManager action