developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92495_v4
model_name: chaiml-mn24b-v2preferwi_92495_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:38:37+00:00
num_battles: 6026
num_wins: 3092
celo_rating: 1273.17
family_friendly_score: 0.5454
family_friendly_standard_error: 0.007041858277471934
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5476902577061384, 'latency_mean': 1.8257318830490112, 'latency_p50': 1.8352667093276978, 'latency_p90': 2.0247134923934937}, {'batch_size': 3, 'throughput': 1.1108728216477932, 'latency_mean': 2.687043617963791, 'latency_p50': 2.6904947757720947, 'latency_p90': 2.950958013534546}, {'batch_size': 5, 'throughput': 1.4299566833282957, 'latency_mean': 3.4789364778995515, 'latency_p50': 3.5271124839782715, 'latency_p90': 3.93673312664032}, {'batch_size': 6, 'throughput': 1.5363688898222836, 'latency_mean': 3.884497356414795, 'latency_p50': 3.8911224603652954, 'latency_p90': 4.362820506095886}, {'batch_size': 8, 'throughput': 1.6829545452037658, 'latency_mean': 4.7145846235752105, 'latency_p50': 4.71503221988678, 'latency_p90': 5.3921236276626585}, {'batch_size': 10, 'throughput': 1.756704216115416, 'latency_mean': 5.6390203094482425, 'latency_p50': 5.634192705154419, 'latency_p90': 6.378150153160095}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92495_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-24
win_ratio: 0.513109857285098
generation_params: {'temperature': 0.75, '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-92495-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92495-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-92495-v4-mkmlizer: Downloaded to shared memory in 122.354s
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpt3fnzg0i, device:0
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: quantized model in 288.798s
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 in 411.153s
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92495-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92495-v4-mkmlizer completed after 490.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92495-v4-mkmlizer
Pipeline stage MKMLizer completed in 491.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.83s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-92495-v4
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-92495-v4 ready after 60.31518912315369s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2359824180603027s
Received healthy response to inference request in 1.895392656326294s
Received healthy response to inference request in 1.7692747116088867s
Received healthy response to inference request in 1.8816068172454834s
Received healthy response to inference request in 1.888824701309204s
5 requests
0 failed requests
5th percentile: 1.791741132736206
10th percentile: 1.8142075538635254
20th percentile: 1.859140396118164
30th percentile: 1.8830503940582275
40th percentile: 1.885937547683716
50th percentile: 1.888824701309204
60th percentile: 1.89145188331604
70th percentile: 1.894079065322876
80th percentile: 1.9635106086730958
90th percentile: 2.099746513366699
95th percentile: 2.167864465713501
99th percentile: 2.2223588275909423
mean time: 1.9342162609100342
Pipeline stage StressChecker completed in 11.07s
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 0.66s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-92495-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v4-profiler to be ready
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 2853.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92495_v4 status is now torndown due to DeploymentManager action