developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_230_v5
model_name: chaiml-mn24b-v2preferwin2_230_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:32:33+00:00
num_battles: 5448
num_wins: 2901
celo_rating: 1285.11
family_friendly_score: 0.5640000000000001
family_friendly_standard_error: 0.007012902394871898
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
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': 0.544438309724492, 'latency_mean': 1.836656278371811, 'latency_p50': 1.8547899723052979, 'latency_p90': 2.0383147954940797}, {'batch_size': 3, 'throughput': 1.121701512089129, 'latency_mean': 2.6624835526943205, 'latency_p50': 2.6511517763137817, 'latency_p90': 2.960816192626953}, {'batch_size': 5, 'throughput': 1.4376858075938586, 'latency_mean': 3.4503261530399323, 'latency_p50': 3.466010570526123, 'latency_p90': 3.8941895246505736}, {'batch_size': 6, 'throughput': 1.5383206220068786, 'latency_mean': 3.872937558889389, 'latency_p50': 3.8708250522613525, 'latency_p90': 4.368659424781799}, {'batch_size': 8, 'throughput': 1.6991998772645962, 'latency_mean': 4.666595451831817, 'latency_p50': 4.653072476387024, 'latency_p90': 5.30341329574585}, {'batch_size': 10, 'throughput': 1.7981929115232718, 'latency_mean': 5.5106787574291225, 'latency_p50': 5.4980738162994385, 'latency_p90': 6.461388111114502}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_230_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5324889867841409
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-v2preferwin2-230-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v5-mkmlizer to finish
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: Downloaded to shared memory in 58.738s
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3jto73zg, device:0
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v2preferwin2-230-v5-mkmlizer: quantized model in 287.418s
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 in 346.156s
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/config.json
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-230-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v5/nvidia/flywheel_model.0.safetensors
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-v2preferwin2-230-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwin2-230-v5-mkmlizer completed after 430.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-230-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.53s
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-v2preferwin2-230-v5
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v5 to be ready
Inference service chaiml-mn24b-v2preferwin2-230-v5 ready after 60.31514525413513s
Pipeline stage MKMLDeployer completed in 60.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6896030902862549s
Received healthy response to inference request in 2.43892240524292s
Received healthy response to inference request in 1.4931895732879639s
Received healthy response to inference request in 1.7326421737670898s
Received healthy response to inference request in 2.155405044555664s
5 requests
0 failed requests
5th percentile: 1.532472276687622
10th percentile: 1.5717549800872803
20th percentile: 1.6503203868865968
30th percentile: 1.6982109069824218
40th percentile: 1.715426540374756
50th percentile: 1.7326421737670898
60th percentile: 1.9017473220825194
70th percentile: 2.070852470397949
80th percentile: 2.212108516693115
90th percentile: 2.3255154609680178
95th percentile: 2.382218933105469
99th percentile: 2.4275817108154296
mean time: 1.9019524574279785
Pipeline stage StressChecker completed in 10.97s
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 1.13s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v5 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin2-230-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v5-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 2688.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_230_v5 status is now torndown due to DeploymentManager action