chaiml-lexens-v1-12b01e5r256

developer_uid: zonemercy

submission_id: chaiml-lexens-v1-12b01e5r256_v9

model_name: chaiml-lexens-v1-12b01e5r256_v9

model_group: ChaiML/LexEns-v1-12b01e5

status: inactive

timestamp: 2024-12-17T13:50:49+00:00

num_battles: 16813

num_wins: 5926

celo_rating: 1158.24

family_friendly_score: 0.6028

family_friendly_standard_error: 0.006920002312138343

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': 0.6120629048914815, 'latency_mean': 1.6337527561187744, 'latency_p50': 1.6459150314331055, 'latency_p90': 1.7878862142562866}, {'batch_size': 3, 'throughput': 1.1502281882250611, 'latency_mean': 2.5979419136047364, 'latency_p50': 2.624297022819519, 'latency_p90': 2.8716459035873414}, {'batch_size': 5, 'throughput': 1.4025322131009619, 'latency_mean': 3.540166565179825, 'latency_p50': 3.566485047340393, 'latency_p90': 3.9945057153701784}, {'batch_size': 6, 'throughput': 1.4630885978397767, 'latency_mean': 4.07916567325592, 'latency_p50': 4.062466859817505, 'latency_p90': 4.572136092185974}, {'batch_size': 8, 'throughput': 1.5443981551339712, 'latency_mean': 5.156768274307251, 'latency_p50': 5.154301643371582, 'latency_p90': 5.819775962829589}, {'batch_size': 10, 'throughput': 1.5754856455319493, 'latency_mean': 6.301903655529022, 'latency_p50': 6.355362057685852, 'latency_p90': 7.111542963981628}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-lexens-v1-12b01e5r256_v9

is_internal_developer: True

language_model: ChaiML/LexEns-v1-12b01e5r256

model_size: 13B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2024-12-17

win_ratio: 0.35246535419020997

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': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', 'truncate_by_message': True}

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-v9-mkmlizer
Waiting for job on chaiml-lexens-v1-12b01e5r256-v9-mkmlizer to finish
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║     _____            __           __                                ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║       /___/                                                         ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: Downloaded to shared memory in 44.713s
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_fghr1k1, device:0
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: quantized model in 35.948s
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: Processed model ChaiML/LexEns-v1-12b01e5r256 in 80.662s
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9/config.json
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9/special_tokens_map.json
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9/tokenizer_config.json
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9/tokenizer.json
chaiml-lexens-v1-12b01e5r256-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v9/flywheel_model.0.safetensors
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Job chaiml-lexens-v1-12b01e5r256-v9-mkmlizer completed after 115.43s with status: succeeded
Stopping job with name chaiml-lexens-v1-12b01e5r256-v9-mkmlizer
Pipeline stage MKMLizer completed in 116.61s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexens-v1-12b01e5r256-v9
Waiting for inference service chaiml-lexens-v1-12b01e5r256-v9 to be ready
Inference service chaiml-lexens-v1-12b01e5r256-v9 ready after 230.85829758644104s
Pipeline stage MKMLDeployer completed in 231.46s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6854634284973145s
Received healthy response to inference request in 1.9148738384246826s
Received healthy response to inference request in 1.582974910736084s
Received healthy response to inference request in 1.7309010028839111s
Received healthy response to inference request in 1.772007703781128s
5 requests
0 failed requests
5th percentile: 1.6125601291656495
10th percentile: 1.6421453475952148
20th percentile: 1.7013157844543456
30th percentile: 1.7391223430633544
40th percentile: 1.7555650234222413
50th percentile: 1.772007703781128
60th percentile: 1.8291541576385497
70th percentile: 1.8863006114959717
80th percentile: 2.068991756439209
90th percentile: 2.3772275924682615
95th percentile: 2.531345510482788
99th percentile: 2.654639844894409
mean time: 1.937244176864624
Pipeline stage StressChecker completed in 11.70s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.39s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3342.10s
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chaiml-lexens-v1-12b01e5r256_v9 status is now inactive due to auto deactivation removed underperforming models