chaiml-lexens-v1-12b01e5r256

developer_uid: zonemercy

submission_id: chaiml-lexens-v1-12b01e5r256_v7

model_name: tempv1-3

model_group: ChaiML/LexEns-v1-12b01e5

status: inactive

timestamp: 2024-12-12T09:25:41+00:00

num_battles: 8278

num_wins: 4322

celo_rating: 1279.96

family_friendly_score: 0.6

family_friendly_standard_error: 0.0069282032302755096

submission_type: basic

model_repo: ChaiML/LexEns-v1-12b01e5r256

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.61148949586502, 'latency_mean': 1.6352909791469574, 'latency_p50': 1.6429530382156372, 'latency_p90': 1.7931232929229737}, {'batch_size': 3, 'throughput': 1.1381190761137334, 'latency_mean': 2.6303633213043214, 'latency_p50': 2.6583539247512817, 'latency_p90': 2.8816644191741942}, {'batch_size': 5, 'throughput': 1.3850150509415302, 'latency_mean': 3.5809537816047667, 'latency_p50': 3.6065300703048706, 'latency_p90': 4.007989692687988}, {'batch_size': 6, 'throughput': 1.4607065489660265, 'latency_mean': 4.087503688335419, 'latency_p50': 4.079833030700684, 'latency_p90': 4.4883709907531735}, {'batch_size': 8, 'throughput': 1.5330080247573743, 'latency_mean': 5.1842858493328094, 'latency_p50': 5.180546522140503, 'latency_p90': 5.72396285533905}, {'batch_size': 10, 'throughput': 1.5713004176136252, 'latency_mean': 6.316721274852752, 'latency_p50': 6.32249641418457, 'latency_p90': 7.176228952407837}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-3

is_internal_developer: True

language_model: ChaiML/LexEns-v1-12b01e5r256

model_size: 13B

ranking_group: single

throughput_3p7s: 1.41

us_pacific_date: 2024-12-12

win_ratio: 0.5221067890794878

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': 8, '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-lexens-v1-12b01e5r256-v7-mkmlizer
Waiting for job on chaiml-lexens-v1-12b01e5r256-v7-mkmlizer to finish
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║     _____            __           __                                ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║       /___/                                                         ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: Downloaded to shared memory in 49.969s
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpoc7i5yf5, device:0
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: quantized model in 38.930s
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: Processed model ChaiML/LexEns-v1-12b01e5r256 in 88.900s
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v7
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v7/config.json
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v7/special_tokens_map.json
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v7/tokenizer_config.json
chaiml-lexens-v1-12b01e5r256-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v7/flywheel_model.0.safetensors
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Job chaiml-lexens-v1-12b01e5r256-v7-mkmlizer completed after 125.94s with status: succeeded
Stopping job with name chaiml-lexens-v1-12b01e5r256-v7-mkmlizer
Pipeline stage MKMLizer completed in 126.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexens-v1-12b01e5r256-v7
Waiting for inference service chaiml-lexens-v1-12b01e5r256-v7 to be ready
Inference service chaiml-lexens-v1-12b01e5r256-v7 ready after 200.883056640625s
Pipeline stage MKMLDeployer completed in 201.51s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9363951683044434s
Received healthy response to inference request in 1.7381565570831299s
Received healthy response to inference request in 1.546574592590332s
Received healthy response to inference request in 1.7309463024139404s
Received healthy response to inference request in 1.9498748779296875s
5 requests
0 failed requests
5th percentile: 1.5834489345550538
10th percentile: 1.6203232765197755
20th percentile: 1.6940719604492187
30th percentile: 1.7323883533477784
40th percentile: 1.7352724552154541
50th percentile: 1.7381565570831299
60th percentile: 1.8174520015716553
70th percentile: 1.8967474460601805
80th percentile: 1.939091110229492
90th percentile: 1.9444829940795898
95th percentile: 1.9471789360046388
99th percentile: 1.9493356895446778
mean time: 1.7803894996643066
Pipeline stage StressChecker completed in 10.45s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.15s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.98s
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chaiml-lexens-v1-12b01e5r256_v7 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2611.88s
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chaiml-lexens-v1-12b01e5r256_v7 status is now inactive due to auto deactivation removed underperforming models