developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68093_v4
model_name: chaiml-mn24b-v2preferwi_68093_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:36:45+00:00
num_battles: 5436
num_wins: 2489
celo_rating: 1243.07
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
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': 0.5464173508269679, 'latency_mean': 1.8300053775310516, 'latency_p50': 1.8335137367248535, 'latency_p90': 2.031657314300537}, {'batch_size': 3, 'throughput': 1.1156811473090804, 'latency_mean': 2.6796016693115234, 'latency_p50': 2.6744706630706787, 'latency_p90': 2.950299382209778}, {'batch_size': 5, 'throughput': 1.427056361614315, 'latency_mean': 3.4793186914920806, 'latency_p50': 3.4617077112197876, 'latency_p90': 3.9587963342666628}, {'batch_size': 6, 'throughput': 1.5289958690739909, 'latency_mean': 3.899796094894409, 'latency_p50': 3.91264808177948, 'latency_p90': 4.344245648384094}, {'batch_size': 8, 'throughput': 1.688036040378244, 'latency_mean': 4.71825682759285, 'latency_p50': 4.760872960090637, 'latency_p90': 5.37519588470459}, {'batch_size': 10, 'throughput': 1.765808170703165, 'latency_mean': 5.612194674015045, 'latency_p50': 5.555224776268005, 'latency_p90': 6.526062488555908}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68093_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-30
win_ratio: 0.45787343635025757
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-68093-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68093-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: Downloaded to shared memory in 50.205s
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpym46d_bj, device:0
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: quantized model in 282.630s
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft7 in 332.836s
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/tokenizer_config.json
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/flywheel_model.1.safetensors
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68093-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-68093-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-68093-v4-mkmlizer completed after 480.74s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68093-v4-mkmlizer
Pipeline stage MKMLizer completed in 481.63s
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-68093-v4
Waiting for inference service chaiml-mn24b-v2preferwi-68093-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-68093-v4 ready after 60.25555992126465s
Pipeline stage MKMLDeployer completed in 60.70s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.507652759552002s
Received healthy response to inference request in 2.747126340866089s
Received healthy response to inference request in 2.1948068141937256s
Received healthy response to inference request in 1.8073318004608154s
5 requests
1 failed requests
5th percentile: 1.8848268032073974
10th percentile: 1.9623218059539795
20th percentile: 2.1173118114471436
30th percentile: 2.2573760032653807
40th percentile: 2.3825143814086913
50th percentile: 2.507652759552002
60th percentile: 2.6034421920776367
70th percentile: 2.6992316246032715
80th percentile: 6.22711482048035
90th percentile: 13.187091779708865
95th percentile: 16.667080259323118
99th percentile: 19.451071043014526
mean time: 5.880797290802002
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2691080570220947s
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 1.8248093128204346s
Received healthy response to inference request in 2.513179063796997s
Received healthy response to inference request in 2.156193733215332s
Received healthy response to inference request in 1.684835433959961s
5 requests
0 failed requests
5th percentile: 1.7128302097320556
10th percentile: 1.7408249855041504
20th percentile: 1.79681453704834
30th percentile: 1.8910861968994142
40th percentile: 2.023639965057373
50th percentile: 2.156193733215332
60th percentile: 2.2013594627380373
70th percentile: 2.246525192260742
80th percentile: 2.317922258377075
90th percentile: 2.4155506610870363
95th percentile: 2.4643648624420167
99th percentile: 2.503416223526001
mean time: 2.089625120162964
Pipeline stage StressChecker completed in 43.70s
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 0.68s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_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 0.09s
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-v2preferwi-68093-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68093-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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 3130.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68093_v4 status is now torndown due to DeploymentManager action