developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74284_v5
model_name: chaiml-mn24b-v2preferwi_74284_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:24:50+00:00
num_battles: 7060
num_wins: 3601
celo_rating: 1269.95
family_friendly_score: 0.5826
family_friendly_standard_error: 0.006973911958148023
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
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': 0.5425752526986883, 'latency_mean': 1.8429357278347016, 'latency_p50': 1.8393503427505493, 'latency_p90': 2.046566891670227}, {'batch_size': 3, 'throughput': 1.0871094350772381, 'latency_mean': 2.744194301366806, 'latency_p50': 2.750200390815735, 'latency_p90': 3.0356481075286865}, {'batch_size': 5, 'throughput': 1.3896443400320915, 'latency_mean': 3.5774747490882874, 'latency_p50': 3.595200538635254, 'latency_p90': 4.080547881126404}, {'batch_size': 6, 'throughput': 1.491918428076291, 'latency_mean': 4.006228442192078, 'latency_p50': 4.007267951965332, 'latency_p90': 4.521138167381286}, {'batch_size': 8, 'throughput': 1.6178412195062022, 'latency_mean': 4.9059811162948606, 'latency_p50': 4.894197106361389, 'latency_p90': 5.4946386337280275}, {'batch_size': 10, 'throughput': 1.7039403586261892, 'latency_mean': 5.828167539834976, 'latency_p50': 5.856353402137756, 'latency_p90': 6.61024124622345}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74284_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-09-20
win_ratio: 0.510056657223796
generation_params: {'temperature': 0.8, '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-74284-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74284-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: Downloaded to shared memory in 50.307s
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjhnru42t, device:0
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"502, message=\'Attempt to decode JSON with unexpected mimetype: text/plain; charset=utf-8\', url=\'http://guanaco-model-mesh-east-west-gateway.model-mesh.kchai-coreweave-us-east-02.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict\'"}')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: quantized model in 289.453s
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 in 339.761s
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/flywheel_model.1.safetensors
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mn24b-v2preferwi-74284-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-74284-v5-mkmlizer completed after 489.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74284-v5-mkmlizer
Pipeline stage MKMLizer completed in 490.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-74284-v5
Waiting for inference service chaiml-mn24b-v2preferwi-74284-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-74284-v5 ready after 60.27047657966614s
Pipeline stage MKMLDeployer completed in 60.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1133477687835693s
Received healthy response to inference request in 1.956312656402588s
Received healthy response to inference request in 2.0216128826141357s
Received healthy response to inference request in 2.225757122039795s
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.6.32.237:8080/models/chaiml-mistral32-deeps_89261_v16/predict\'"}')
Received healthy response to inference request in 2.156750440597534s
5 requests
0 failed requests
5th percentile: 1.9693727016448974
10th percentile: 1.982432746887207
20th percentile: 2.008552837371826
30th percentile: 2.0399598598480226
40th percentile: 2.076653814315796
50th percentile: 2.1133477687835693
60th percentile: 2.130708837509155
70th percentile: 2.148069906234741
80th percentile: 2.1705517768859863
90th percentile: 2.1981544494628906
95th percentile: 2.2119557857513428
99th percentile: 2.2229968547821044
mean time: 2.0947561740875242
Pipeline stage StressChecker completed in 12.33s
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 0.87s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v5 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 3055.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74284_v5 status is now torndown due to DeploymentManager action