developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67267_v3
model_name: chaiml-mn24b-v2preferwi_67267_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T08:23:55+00:00
num_battles: 6394
num_wins: 3163
celo_rating: 1280.2
family_friendly_score: 0.5396000000000001
family_friendly_standard_error: 0.007048855793673183
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
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': 0.5473648815098604, 'latency_mean': 1.8268383347988129, 'latency_p50': 1.8143845796585083, 'latency_p90': 2.0281369924545287}, {'batch_size': 3, 'throughput': 1.1178603635212179, 'latency_mean': 2.6726845729351045, 'latency_p50': 2.688608169555664, 'latency_p90': 2.920540714263916}, {'batch_size': 5, 'throughput': 1.4389469060832158, 'latency_mean': 3.460263481140137, 'latency_p50': 3.4798961877822876, 'latency_p90': 3.906524896621704}, {'batch_size': 6, 'throughput': 1.563253844232762, 'latency_mean': 3.817187033891678, 'latency_p50': 3.842253565788269, 'latency_p90': 4.269174718856811}, {'batch_size': 8, 'throughput': 1.7190640204336076, 'latency_mean': 4.615901089906693, 'latency_p50': 4.5892112255096436, 'latency_p90': 5.3673176765441895}, {'batch_size': 10, 'throughput': 1.8141915191971356, 'latency_mean': 5.469435516595841, 'latency_p50': 5.46263325214386, 'latency_p90': 6.396278834342956}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67267_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-25
win_ratio: 0.49468251485767906
generation_params: {'temperature': 0.7, '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-67267-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67267-v3-mkmlizer to finish
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-67267-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: Downloaded to shared memory in 46.880s
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphdftshnz, device:0
chaiml-mn24b-v2preferwi-67267-v3-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-v2preferwi-67267-v3-mkmlizer: quantized model in 287.212s
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 in 334.092s
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/tokenizer.json
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-67267-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-67267-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-67267-v3-mkmlizer completed after 439.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67267-v3-mkmlizer
Pipeline stage MKMLizer completed in 439.53s
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-v2preferwi-67267-v3
Waiting for inference service chaiml-mn24b-v2preferwi-67267-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-67267-v3 ready after 60.26351737976074s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.045069694519043s
Received healthy response to inference request in 1.3837072849273682s
Received healthy response to inference request in 1.7522811889648438s
Received healthy response to inference request in 1.6829769611358643s
Received healthy response to inference request in 1.9878075122833252s
5 requests
0 failed requests
5th percentile: 1.4435612201690673
10th percentile: 1.5034151554107666
20th percentile: 1.6231230258941651
30th percentile: 1.69683780670166
40th percentile: 1.724559497833252
50th percentile: 1.7522811889648438
60th percentile: 1.8464917182922362
70th percentile: 1.940702247619629
80th percentile: 1.9992599487304688
90th percentile: 2.022164821624756
95th percentile: 2.0336172580718994
99th percentile: 2.0427792072296143
mean time: 1.7703685283660888
Pipeline stage StressChecker completed in 10.47s
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 0.94s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v3 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-67267-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67267-v3-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 2402.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67267_v3 status is now torndown due to DeploymentManager action