developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37936_v2
model_name: chaiml-mn24b-v2preferwi_37936_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T22:14:39+00:00
num_battles: 5455
num_wins: 2956
celo_rating: 1283.79
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6
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': 0.5460966158020854, 'latency_mean': 1.8310475540161133, 'latency_p50': 1.8325787782669067, 'latency_p90': 2.0167614698410032}, {'batch_size': 3, 'throughput': 1.105799695310463, 'latency_mean': 2.7045651721954345, 'latency_p50': 2.7053773403167725, 'latency_p90': 2.9650829076766967}, {'batch_size': 5, 'throughput': 1.419754705662947, 'latency_mean': 3.4976512813568115, 'latency_p50': 3.4795643091201782, 'latency_p90': 3.987717843055725}, {'batch_size': 6, 'throughput': 1.5235880606641745, 'latency_mean': 3.9173785877227782, 'latency_p50': 3.8858113288879395, 'latency_p90': 4.448887062072754}, {'batch_size': 8, 'throughput': 1.6806581467534965, 'latency_mean': 4.732514942884445, 'latency_p50': 4.700707793235779, 'latency_p90': 5.492056083679199}, {'batch_size': 10, 'throughput': 1.7401812396016123, 'latency_mean': 5.698680341243744, 'latency_p50': 5.732944846153259, 'latency_p90': 6.432873988151551}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37936_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.5418881759853346
generation_params: {'temperature': 0.65, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-mn24b-v2preferwi-37936-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37936-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: Downloaded to shared memory in 70.635s
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg343lp8o, device:0
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: quantized model in 289.948s
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 in 360.584s
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-37936-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-37936-v2-mkmlizer completed after 440.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37936-v2-mkmlizer
Pipeline stage MKMLizer completed in 440.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-37936-v2
Waiting for inference service chaiml-mn24b-v2preferwi-37936-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-37936-v2 ready after 60.80860471725464s
Pipeline stage MKMLDeployer completed in 61.61s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6463260650634766s
Received healthy response to inference request in 1.8606746196746826s
Received healthy response to inference request in 2.5819461345672607s
Received healthy response to inference request in 2.3231725692749023s
Received healthy response to inference request in 1.981006145477295s
5 requests
0 failed requests
5th percentile: 1.8847409248352052
10th percentile: 1.9088072299957275
20th percentile: 1.9569398403167724
30th percentile: 2.0494394302368164
40th percentile: 2.1863059997558594
50th percentile: 2.3231725692749023
60th percentile: 2.4266819953918457
70th percentile: 2.530191421508789
80th percentile: 2.594822120666504
90th percentile: 2.6205740928649903
95th percentile: 2.633450078964233
99th percentile: 2.643750867843628
mean time: 2.2786251068115235
Pipeline stage StressChecker completed in 14.09s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.74s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2852.60s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37936_v2 status is now torndown due to DeploymentManager action