developer_uid: chai_backend_admin
submission_id: chaiml-lance-orion-vamp_55818_v1
model_name: chaiml-lance-orion-vamp_55818_v1
model_group: ChaiML/Lance-Orion-Vampi
status: torndown
timestamp: 2025-07-08T12:26:19+00:00
num_battles: 7505
num_wins: 3792
celo_rating: 1293.03
family_friendly_score: 0.5048
family_friendly_standard_error: 0.007070741969553125
submission_type: basic
model_repo: ChaiML/Lance-Orion-Vampire-Professor250708043849_sft
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5175293011850759, 'latency_mean': 1.9321539187431336, 'latency_p50': 1.9442321062088013, 'latency_p90': 2.1295873403549193}, {'batch_size': 3, 'throughput': 1.0526241781168613, 'latency_mean': 2.836587108373642, 'latency_p50': 2.846327066421509, 'latency_p90': 3.156926965713501}, {'batch_size': 5, 'throughput': 1.3326364749169042, 'latency_mean': 3.724638556241989, 'latency_p50': 3.7391958236694336, 'latency_p90': 4.184740424156189}, {'batch_size': 6, 'throughput': 1.4253074135782386, 'latency_mean': 4.1749245429039, 'latency_p50': 4.133639693260193, 'latency_p90': 4.734765100479126}, {'batch_size': 8, 'throughput': 1.580291752482051, 'latency_mean': 5.018558003902435, 'latency_p50': 5.018528699874878, 'latency_p90': 5.652318334579467}, {'batch_size': 10, 'throughput': 1.6544673597643516, 'latency_mean': 5.987900575399399, 'latency_p50': 6.049789547920227, 'latency_p90': 6.764486765861511}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-lance-orion-vamp_55818_v1
is_internal_developer: True
language_model: ChaiML/Lance-Orion-Vampire-Professor250708043849_sft
model_size: 24B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-08
win_ratio: 0.5052631578947369
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', 'You:', '####', '</s>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', '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-lance-orion-vamp-55818-v1-mkmlizer
Waiting for job on chaiml-lance-orion-vamp-55818-v1-mkmlizer to finish
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║                                                                     ║
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chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║                                                                     ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║                                                                     ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║                                                                     ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ║                                                                     ║
chaiml-lance-orion-vamp-55818-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lance-orion-vamp-55818-v1-mkmlizer: Downloaded to shared memory in 80.667s
chaiml-lance-orion-vamp-55818-v1-mkmlizer: Checking if ChaiML/Lance-Orion-Vampire-Professor250708043849_sft already exists in ChaiML
chaiml-lance-orion-vamp-55818-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj5up485b, device:0
chaiml-lance-orion-vamp-55818-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lance-orion-vamp-55818-v1-mkmlizer: quantized model in 49.569s
chaiml-lance-orion-vamp-55818-v1-mkmlizer: Processed model ChaiML/Lance-Orion-Vampire-Professor250708043849_sft in 130.236s
chaiml-lance-orion-vamp-55818-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lance-orion-vamp-55818-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lance-orion-vamp-55818-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia
chaiml-lance-orion-vamp-55818-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia/config.json
chaiml-lance-orion-vamp-55818-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia/special_tokens_map.json
chaiml-lance-orion-vamp-55818-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia/tokenizer_config.json
chaiml-lance-orion-vamp-55818-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia/flywheel_model.1.safetensors
chaiml-lance-orion-vamp-55818-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lance-orion-vamp-55818-v1/nvidia/flywheel_model.0.safetensors
chaiml-lance-orion-vamp-55818-v1-mkmlizer: 
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Job chaiml-lance-orion-vamp-55818-v1-mkmlizer completed after 168.11s with status: succeeded
Stopping job with name chaiml-lance-orion-vamp-55818-v1-mkmlizer
Pipeline stage MKMLizer completed in 168.64s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lance-orion-vamp-55818-v1
Waiting for inference service chaiml-lance-orion-vamp-55818-v1 to be ready
Inference service chaiml-lance-orion-vamp-55818-v1 ready after 191.2861590385437s
Pipeline stage MKMLDeployer completed in 191.83s
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Running pipeline stage StressChecker
Unable to record family friendly update due to error: Invalid JSON input: JSON must contain 'User Safety' and 'Response Safety' fields
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.4018208980560303s
Received healthy response to inference request in 2.2630884647369385s
Received healthy response to inference request in 1.8777759075164795s
Received healthy response to inference request in 1.9534885883331299s
5 requests
1 failed requests
5th percentile: 1.8929184436798097
10th percentile: 1.9080609798431396
20th percentile: 1.9383460521697997
30th percentile: 2.0154085636138914
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70th percentile: 2.374074411392212
80th percentile: 5.953536176681522
90th percentile: 13.056966733932498
95th percentile: 16.60868201255798
99th percentile: 19.450054235458374
mean time: 5.73131422996521
%s, retrying in %s seconds...
Received healthy response to inference request in 2.05435848236084s
Received healthy response to inference request in 2.048506498336792s
Received healthy response to inference request in 2.337737798690796s
Received healthy response to inference request in 2.031043529510498s
Received healthy response to inference request in 1.845642328262329s
5 requests
0 failed requests
5th percentile: 1.8827225685119628
10th percentile: 1.9198028087615966
20th percentile: 1.9939632892608643
30th percentile: 2.034536123275757
40th percentile: 2.0415213108062744
50th percentile: 2.048506498336792
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70th percentile: 2.0531880855560303
80th percentile: 2.1110343456268312
90th percentile: 2.2243860721588136
95th percentile: 2.2810619354248045
99th percentile: 2.3264026260375976
mean time: 2.063457727432251
Pipeline stage StressChecker completed in 42.76s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.08s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.77s
Shutdown handler de-registered
chaiml-lance-orion-vamp_55818_v1 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5660.58s
Shutdown handler de-registered
chaiml-lance-orion-vamp_55818_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-lance-orion-vamp_55818_v1 status is now protected
chaiml-lance-orion-vamp_55818_v1 status is now torndown due to DeploymentManager action
chaiml-lance-orion-vamp_55818_v1 status is now torndown due to DeploymentManager action
chaiml-lance-orion-vamp_55818_v1 status is now torndown due to DeploymentManager action