chaiml-mn12b-syn1-tune27

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-syn1-tune27_v1
model_name: chaiml-mn12b-syn1-tune27_v1
model_group: ChaiML/mn12b_syn1_tune27
status: torndown
timestamp: 2025-09-06T18:09:34+00:00
num_battles: 6073
num_wins: 3104
celo_rating: 1256.86
family_friendly_score: 0.5448
family_friendly_standard_error: 0.007042626782671363
submission_type: basic
model_repo: ChaiML/mn12b_syn1_tune27
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9337077491232407, 'latency_mean': 1.0708733785152436, 'latency_p50': 1.0649800300598145, 'latency_p90': 1.192391610145569}, {'batch_size': 5, 'throughput': 2.4740031287795823, 'latency_mean': 2.0140390300750735, 'latency_p50': 2.000272512435913, 'latency_p90': 2.244870662689209}, {'batch_size': 10, 'throughput': 3.066823698009896, 'latency_mean': 3.229977476596832, 'latency_p50': 3.2322670221328735, 'latency_p90': 3.722031044960022}, {'batch_size': 15, 'throughput': 3.2797352220976546, 'latency_mean': 4.519642211198807, 'latency_p50': 4.56212306022644, 'latency_p90': 5.159656715393066}, {'batch_size': 20, 'throughput': 3.3498028287952972, 'latency_mean': 5.872684583663941, 'latency_p50': 5.922633528709412, 'latency_p90': 6.763127732276916}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-syn1-tune27_v1
is_internal_developer: False
language_model: ChaiML/mn12b_syn1_tune27
model_size: 13B
ranking_group: single
throughput_3p7s: 3.2
us_pacific_date: 2025-09-06
win_ratio: 0.5111147702947473
generation_params: {'temperature': 1.0, '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': '{prompt}\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-mn12b-syn1-tune27-v1-mkmlizer
Waiting for job on chaiml-mn12b-syn1-tune27-v1-mkmlizer to finish
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune27-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-syn1-tune27-v1-mkmlizer: Downloaded to shared memory in 33.078s
chaiml-mn12b-syn1-tune27-v1-mkmlizer: Checking if ChaiML/mn12b_syn1_tune27 already exists in ChaiML
chaiml-mn12b-syn1-tune27-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0r3lxhzw, device:0
chaiml-mn12b-syn1-tune27-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-syn1-tune27-v1-mkmlizer: quantized model in 147.267s
chaiml-mn12b-syn1-tune27-v1-mkmlizer: Processed model ChaiML/mn12b_syn1_tune27 in 180.345s
chaiml-mn12b-syn1-tune27-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-syn1-tune27-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-syn1-tune27-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia
chaiml-mn12b-syn1-tune27-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia/config.json
chaiml-mn12b-syn1-tune27-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia/special_tokens_map.json
chaiml-mn12b-syn1-tune27-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia/tokenizer_config.json
chaiml-mn12b-syn1-tune27-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia/tokenizer.json
chaiml-mn12b-syn1-tune27-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune27-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-syn1-tune27-v1-mkmlizer completed after 207.16s with status: succeeded
Stopping job with name chaiml-mn12b-syn1-tune27-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.74s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.47s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-syn1-tune27-v1
Waiting for inference service chaiml-mn12b-syn1-tune27-v1 to be ready
Inference service chaiml-mn12b-syn1-tune27-v1 ready after 70.17054343223572s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8938322067260742s
Received healthy response to inference request in 1.0773019790649414s
Received healthy response to inference request in 1.062044620513916s
Received healthy response to inference request in 6.080247402191162s
Received healthy response to inference request in 1.172499179840088s
5 requests
0 failed requests
5th percentile: 1.065096092224121
10th percentile: 1.068147563934326
20th percentile: 1.0742505073547364
30th percentile: 1.0963414192199707
40th percentile: 1.1344202995300292
50th percentile: 1.172499179840088
60th percentile: 1.4610323905944824
70th percentile: 1.7495656013488767
80th percentile: 2.7311152458190926
90th percentile: 4.405681324005127
95th percentile: 5.242964363098144
99th percentile: 5.912790794372558
mean time: 2.2571850776672364
Pipeline stage StressChecker completed in 12.82s
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 0.74s
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 0.89s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune27_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-syn1-tune27-v1-profiler
Waiting for inference service chaiml-mn12b-syn1-tune27-v1-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 2100.08s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune27_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-syn1-tune27_v1 status is now torndown due to DeploymentManager action