developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_39229_v5
model_name: chaiml-mn24b-v2preferwi_39229_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:41:44+00:00
num_battles: 5753
num_wins: 2590
celo_rating: 1230.26
family_friendly_score: 0.5614
family_friendly_standard_error: 0.007017549999821875
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
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': 0.5503106706961025, 'latency_mean': 1.817054363489151, 'latency_p50': 1.8092848062515259, 'latency_p90': 2.0321476221084596}, {'batch_size': 3, 'throughput': 1.1127300667135862, 'latency_mean': 2.6913736832141875, 'latency_p50': 2.6974955797195435, 'latency_p90': 2.9739457607269286}, {'batch_size': 5, 'throughput': 1.4272135326894972, 'latency_mean': 3.479549677371979, 'latency_p50': 3.457260847091675, 'latency_p90': 3.9553199768066407}, {'batch_size': 6, 'throughput': 1.5257413922315632, 'latency_mean': 3.890930331945419, 'latency_p50': 3.897628903388977, 'latency_p90': 4.358646249771118}, {'batch_size': 8, 'throughput': 1.6775745337509242, 'latency_mean': 4.738200721740722, 'latency_p50': 4.73734438419342, 'latency_p90': 5.465176844596863}, {'batch_size': 10, 'throughput': 1.7401401414923472, 'latency_mean': 5.681264569759369, 'latency_p50': 5.680119156837463, 'latency_p90': 6.462030601501465}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_39229_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-29
win_ratio: 0.45019989570658786
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-39229-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-39229-v5-mkmlizer to finish
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-39229-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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)
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: Downloaded to shared memory in 46.675s
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 already exists in ChaiML
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_qh2c33o, device:0
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-39229-v5-mkmlizer: quantized model in 286.199s
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 in 332.875s
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-39229-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-39229-v5-mkmlizer completed after 469.04s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-39229-v5-mkmlizer
Pipeline stage MKMLizer completed in 469.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v5
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-39229-v5 ready after 60.234748125076294s
Pipeline stage MKMLDeployer completed in 60.71s
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 2.423748731613159s
Received healthy response to inference request in 1.7013235092163086s
Received healthy response to inference request in 1.8097567558288574s
Received healthy response to inference request in 2.0778236389160156s
5 requests
1 failed requests
5th percentile: 1.7230101585388184
10th percentile: 1.744696807861328
20th percentile: 1.7880701065063476
30th percentile: 1.863370132446289
40th percentile: 1.9705968856811524
50th percentile: 2.0778236389160156
60th percentile: 2.216193675994873
70th percentile: 2.3545637130737305
80th percentile: 6.052377176284793
90th percentile: 13.309634065628053
95th percentile: 16.93826251029968
99th percentile: 19.841165266036988
mean time: 5.715908718109131
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7005536556243896s
Received healthy response to inference request in 1.947812557220459s
Received healthy response to inference request in 1.7069995403289795s
Received healthy response to inference request in 1.8390803337097168s
Received healthy response to inference request in 1.6848323345184326s
5 requests
0 failed requests
5th percentile: 1.687976598739624
10th percentile: 1.6911208629608154
20th percentile: 1.6974093914031982
30th percentile: 1.7018428325653077
40th percentile: 1.7044211864471435
50th percentile: 1.7069995403289795
60th percentile: 1.7598318576812744
70th percentile: 1.8126641750335692
80th percentile: 1.8608267784118653
90th percentile: 1.904319667816162
95th percentile: 1.9260661125183105
99th percentile: 1.9434632682800292
mean time: 1.7758556842803954
Pipeline stage StressChecker completed in 40.01s
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 0.63s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-39229-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-39229-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 4591.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_39229_v5 status is now torndown due to DeploymentManager action