developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74161_v3
model_name: chaiml-mn24b-v2preferwi_74161_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:28:23+00:00
num_battles: 6470
num_wins: 3335
celo_rating: 1269.84
family_friendly_score: 0.5791999999999999
family_friendly_standard_error: 0.006981795757539746
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_deepseek_tune1
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': 0.543761307031622, 'latency_mean': 1.8389311718940735, 'latency_p50': 1.8438043594360352, 'latency_p90': 2.04009153842926}, {'batch_size': 3, 'throughput': 1.1090029214450667, 'latency_mean': 2.6887513172626494, 'latency_p50': 2.6858752965927124, 'latency_p90': 3.009004998207092}, {'batch_size': 5, 'throughput': 1.4324036698138143, 'latency_mean': 3.4720098078250885, 'latency_p50': 3.446323275566101, 'latency_p90': 3.8665119647979735}, {'batch_size': 6, 'throughput': 1.529470105499132, 'latency_mean': 3.896215320825577, 'latency_p50': 3.9254229068756104, 'latency_p90': 4.410061836242676}, {'batch_size': 8, 'throughput': 1.6912432555701222, 'latency_mean': 4.7151540243625645, 'latency_p50': 4.713148713111877, 'latency_p90': 5.406391143798828}, {'batch_size': 10, 'throughput': 1.7599255101108364, 'latency_mean': 5.633010412454605, 'latency_p50': 5.673925280570984, 'latency_p90': 6.347709274291992}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74161_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_deepseek_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5154559505409583
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-74161-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74161-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: Downloaded to shared memory in 69.136s
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_deepseek_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc9igb89h, device:0
chaiml-mn24b-v2preferwi-74161-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-74161-v3-mkmlizer: quantized model in 290.104s
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_deepseek_tune1 in 359.241s
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-74161-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-74161-v3-mkmlizer completed after 427.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74161-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.55s
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-74161-v3
Waiting for inference service chaiml-mn24b-v2preferwi-74161-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-74161-v3 ready after 30.148168563842773s
Pipeline stage MKMLDeployer completed in 30.67s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9038925170898438s
Received healthy response to inference request in 1.1860988140106201s
Received healthy response to inference request in 1.3732483386993408s
Received healthy response to inference request in 1.7325339317321777s
Received healthy response to inference request in 1.9399664402008057s
5 requests
0 failed requests
5th percentile: 1.2235287189483643
10th percentile: 1.2609586238861084
20th percentile: 1.3358184337615966
30th percentile: 1.4451054573059081
40th percentile: 1.588819694519043
50th percentile: 1.7325339317321777
60th percentile: 1.8010773658752441
70th percentile: 1.8696208000183105
80th percentile: 1.9111073017120361
90th percentile: 1.925536870956421
95th percentile: 1.9327516555786133
99th percentile: 1.9385234832763671
mean time: 1.6271480083465577
Pipeline stage StressChecker completed in 9.49s
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 1.08s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74161_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-74161-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-74161-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 2768.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74161_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74161_v3 status is now torndown due to DeploymentManager action