chaiml-captain-bmo-12b

developer_uid: chai_backend_admin

submission_id: chaiml-captain-bmo-12b_v1

model_name: chaiml-captain-bmo-12b_v1

model_group: ChaiML/Captain_BMO-12B

status: inactive

timestamp: 2024-11-25T16:31:41+00:00

num_battles: 33614

num_wins: 17444

celo_rating: 1275.0

family_friendly_score: 0.5706

family_friendly_standard_error: 0.007000223425005805

submission_type: basic

model_repo: ChaiML/Captain_BMO-12B

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6411790710383504, 'latency_mean': 1.5595677959918977, 'latency_p50': 1.5481594800949097, 'latency_p90': 1.7197555303573608}, {'batch_size': 4, 'throughput': 1.4976428331883276, 'latency_mean': 2.6557846629619597, 'latency_p50': 2.647059440612793, 'latency_p90': 2.888074445724487}, {'batch_size': 5, 'throughput': 1.631952382442865, 'latency_mean': 3.0490690052509306, 'latency_p50': 3.0620391368865967, 'latency_p90': 3.3921042919158935}, {'batch_size': 8, 'throughput': 1.8953114813658034, 'latency_mean': 4.199807856082916, 'latency_p50': 4.2110984325408936, 'latency_p90': 4.632842946052551}, {'batch_size': 10, 'throughput': 1.9807799217990552, 'latency_mean': 4.999387277364731, 'latency_p50': 5.022437214851379, 'latency_p90': 5.6864118576049805}, {'batch_size': 12, 'throughput': 2.066623736007076, 'latency_mean': 5.766593648195267, 'latency_p50': 5.7253910303115845, 'latency_p90': 6.633249759674072}, {'batch_size': 15, 'throughput': 2.1041699222122086, 'latency_mean': 7.068589222431183, 'latency_p50': 7.037127614021301, 'latency_p90': 8.080981063842774}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-captain-bmo-12b_v1

is_internal_developer: True

language_model: ChaiML/Captain_BMO-12B

model_size: 13B

ranking_group: single

throughput_3p7s: 1.81

us_pacific_date: 2024-11-25

win_ratio: 0.5189504373177842

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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-captain-bmo-12b-v1-mkmlizer
Waiting for job on chaiml-captain-bmo-12b-v1-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-captain-bmo-12b-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-captain-bmo-12b-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║       /___/                                                         ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║                                                                     ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║                                                                     ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║                                                                     ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-captain-bmo-12b-v1-mkmlizer: ║                                                                     ║
chaiml-captain-bmo-12b-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-captain-bmo-12b-v1-mkmlizer: Downloaded to shared memory in 59.075s
chaiml-captain-bmo-12b-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpopnb9gnf, device:0
chaiml-captain-bmo-12b-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-captain-bmo-12b-v1-mkmlizer: quantized model in 36.547s
chaiml-captain-bmo-12b-v1-mkmlizer: Processed model ChaiML/Captain_BMO-12B in 95.622s
chaiml-captain-bmo-12b-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-captain-bmo-12b-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-captain-bmo-12b-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1
chaiml-captain-bmo-12b-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1/config.json
chaiml-captain-bmo-12b-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1/special_tokens_map.json
chaiml-captain-bmo-12b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1/tokenizer_config.json
chaiml-captain-bmo-12b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1/tokenizer.json
chaiml-captain-bmo-12b-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-captain-bmo-12b-v1/flywheel_model.0.safetensors
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Job chaiml-captain-bmo-12b-v1-mkmlizer completed after 124.23s with status: succeeded
Stopping job with name chaiml-captain-bmo-12b-v1-mkmlizer
Pipeline stage MKMLizer completed in 124.75s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-captain-bmo-12b-v1
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Inference service chaiml-captain-bmo-12b-v1 ready after 120.50151443481445s
Pipeline stage MKMLDeployer completed in 121.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9879183769226074s
Received healthy response to inference request in 1.5115764141082764s
Received healthy response to inference request in 1.8646678924560547s
Received healthy response to inference request in 1.3987064361572266s
Received healthy response to inference request in 1.376030445098877s
5 requests
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5th percentile: 1.3805656433105469
10th percentile: 1.3851008415222168
20th percentile: 1.3941712379455566
30th percentile: 1.4212804317474366
40th percentile: 1.4664284229278564
50th percentile: 1.5115764141082764
60th percentile: 1.6528130054473877
70th percentile: 1.794049596786499
80th percentile: 1.8893179893493652
90th percentile: 1.9386181831359863
95th percentile: 1.9632682800292969
99th percentile: 1.9829883575439453
mean time: 1.6277799129486084
Pipeline stage StressChecker completed in 9.48s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2841.41s
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chaiml-captain-bmo-12b_v1 status is now inactive due to auto deactivation removed underperforming models