chaiml-professor-remus-_88621

developer_uid: chai_backend_admin

submission_id: chaiml-professor-remus-_88621_v1

model_name: chaiml-professor-remus-_88621_v1

model_group: ChaiML/Professor-Remus-L

status: torndown

timestamp: 2025-07-17T05:51:03+00:00

num_battles: 5535

num_wins: 2814

celo_rating: 1299.32

family_friendly_score: 0.5158

family_friendly_standard_error: 0.007067536487348332

submission_type: basic

model_repo: ChaiML/Professor-Remus-Lupin_Professor-Remus-250716222907_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': 0.5233880649713306, 'latency_mean': 1.9105041444301605, 'latency_p50': 1.9110429286956787, 'latency_p90': 2.1039360046386717}, {'batch_size': 3, 'throughput': 1.066247789610738, 'latency_mean': 2.8038708794116975, 'latency_p50': 2.8047914505004883, 'latency_p90': 3.075931358337402}, {'batch_size': 5, 'throughput': 1.359249052283355, 'latency_mean': 3.6635642302036286, 'latency_p50': 3.615174174308777, 'latency_p90': 4.252313399314881}, {'batch_size': 6, 'throughput': 1.4561732810875583, 'latency_mean': 4.104487179517746, 'latency_p50': 4.094423294067383, 'latency_p90': 4.564813613891602}, {'batch_size': 8, 'throughput': 1.591584152118067, 'latency_mean': 4.993419153690338, 'latency_p50': 5.004154324531555, 'latency_p90': 5.628145790100097}, {'batch_size': 10, 'throughput': 1.6843093887830656, 'latency_mean': 5.887884719371796, 'latency_p50': 5.910154342651367, 'latency_p90': 6.628607892990113}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-professor-remus-_88621_v1

is_internal_developer: True

language_model: ChaiML/Professor-Remus-Lupin_Professor-Remus-250716222907_sft

model_size: 24B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2025-07-16

win_ratio: 0.50840108401084

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': ['</s>', '####\n', '####', '\n', 'You:'], '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-professor-remus-88621-v1-mkmlizer
Waiting for job on chaiml-professor-remus-88621-v1-mkmlizer to finish
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
chaiml-professor-remus-88621-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
chaiml-professor-remus-88621-v1-mkmlizer: ║                                                                     ║
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chaiml-professor-remus-88621-v1-mkmlizer: ║                                                                     ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-professor-remus-88621-v1-mkmlizer: ║                                                                     ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-professor-remus-88621-v1-mkmlizer: ║                                                                     ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-professor-remus-88621-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-professor-remus-88621-v1-mkmlizer: ║                                                                     ║
chaiml-professor-remus-88621-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
chaiml-professor-remus-88621-v1-mkmlizer: Downloaded to shared memory in 74.317s
chaiml-professor-remus-88621-v1-mkmlizer: Checking if ChaiML/Professor-Remus-Lupin_Professor-Remus-250716222907_sft already exists in ChaiML
chaiml-professor-remus-88621-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt7anhelt, device:0
chaiml-professor-remus-88621-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
chaiml-professor-remus-88621-v1-mkmlizer: quantized model in 48.284s
chaiml-professor-remus-88621-v1-mkmlizer: Processed model ChaiML/Professor-Remus-Lupin_Professor-Remus-250716222907_sft in 122.601s
chaiml-professor-remus-88621-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-professor-remus-88621-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-professor-remus-88621-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/config.json
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/special_tokens_map.json
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/tokenizer_config.json
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/tokenizer.json
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/flywheel_model.1.safetensors
chaiml-professor-remus-88621-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-professor-remus-88621-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-professor-remus-88621-v1-mkmlizer completed after 158.92s with status: succeeded
Stopping job with name chaiml-professor-remus-88621-v1-mkmlizer
Pipeline stage MKMLizer completed in 159.47s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-professor-remus-88621-v1
Waiting for inference service chaiml-professor-remus-88621-v1 to be ready
Failed to get response for submission b1: no entry with id "b1" found on database!
Failed to get response for submission b2: no entry with id "b2" found on database!
Failed to get response for submission b1: no entry with id "b1" found on database!
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Failed to get response for submission b1: no entry with id "b1" found on database!
Inference service chaiml-professor-remus-88621-v1 ready after 291.1346642971039s
Pipeline stage MKMLDeployer completed in 291.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.084651470184326s
Received healthy response to inference request in 3.0609750747680664s
Received healthy response to inference request in 2.727855682373047s
Received healthy response to inference request in 2.3783864974975586s
Received healthy response to inference request in 2.412168264389038s
5 requests
0 failed requests
5th percentile: 2.3851428508758543
10th percentile: 2.3918992042541505
20th percentile: 2.4054119110107424
30th percentile: 2.47530574798584
40th percentile: 2.6015807151794434
50th percentile: 2.727855682373047
60th percentile: 2.8611034393310546
70th percentile: 2.9943511962890623
80th percentile: 3.065710353851318
90th percentile: 3.075180912017822
95th percentile: 3.0799161911010744
99th percentile: 3.0837044143676757
mean time: 2.7328073978424072
Pipeline stage StressChecker completed in 15.10s
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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 0.71s
Shutdown handler de-registered
chaiml-professor-remus-_88621_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4645.13s
Shutdown handler de-registered
chaiml-professor-remus-_88621_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-professor-remus-_88621_v1 status is now torndown due to DeploymentManager action
chaiml-professor-remus-_88621_v1 status is now torndown due to DeploymentManager action
chaiml-professor-remus-_88621_v1 status is now torndown due to DeploymentManager action