chaiml-mn12b-syn1-tune22

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-syn1-tune22_v1
model_name: chaiml-mn12b-syn1-tune22_v1
model_group: ChaiML/mn12b_syn1_tune22
status: torndown
timestamp: 2025-09-05T21:48:06+00:00
num_battles: 6433
num_wins: 3302
celo_rating: 1254.37
family_friendly_score: 0.5549999999999999
family_friendly_standard_error: 0.007028157653325657
submission_type: basic
model_repo: ChaiML/mn12b_syn1_tune22
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': 0.933066504849572, 'latency_mean': 1.0716389548778533, 'latency_p50': 1.0738732814788818, 'latency_p90': 1.185888409614563}, {'batch_size': 5, 'throughput': 2.5381161838019652, 'latency_mean': 1.9635032033920288, 'latency_p50': 1.942313313484192, 'latency_p90': 2.222252869606018}, {'batch_size': 10, 'throughput': 3.2044273572374844, 'latency_mean': 3.085595850944519, 'latency_p50': 3.074028730392456, 'latency_p90': 3.5460880041122436}, {'batch_size': 15, 'throughput': 3.4909803152444687, 'latency_mean': 4.233234004974365, 'latency_p50': 4.256216406822205, 'latency_p90': 4.79979259967804}, {'batch_size': 20, 'throughput': 3.5229557731176313, 'latency_mean': 5.56175675034523, 'latency_p50': 5.5804983377456665, 'latency_p90': 6.351248073577881}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-syn1-tune22_v1
is_internal_developer: False
language_model: ChaiML/mn12b_syn1_tune22
model_size: 13B
ranking_group: single
throughput_3p7s: 3.43
us_pacific_date: 2025-09-05
win_ratio: 0.5132908440851858
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-tune22-v1-mkmlizer
Waiting for job on chaiml-mn12b-syn1-tune22-v1-mkmlizer to finish
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-syn1-tune22-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-beta_5231_v4/predict', '{"detail":"list index out of range"}')
chaiml-mn12b-syn1-tune22-v1-mkmlizer: Downloaded to shared memory in 34.969s
chaiml-mn12b-syn1-tune22-v1-mkmlizer: Checking if ChaiML/mn12b_syn1_tune22 already exists in ChaiML
chaiml-mn12b-syn1-tune22-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeivj5onh, device:0
chaiml-mn12b-syn1-tune22-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-mn12b-syn1-tune22-v1-mkmlizer: quantized model in 146.529s
chaiml-mn12b-syn1-tune22-v1-mkmlizer: Processed model ChaiML/mn12b_syn1_tune22 in 181.498s
chaiml-mn12b-syn1-tune22-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-syn1-tune22-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-syn1-tune22-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia
chaiml-mn12b-syn1-tune22-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia/config.json
chaiml-mn12b-syn1-tune22-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia/special_tokens_map.json
chaiml-mn12b-syn1-tune22-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia/tokenizer_config.json
chaiml-mn12b-syn1-tune22-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia/tokenizer.json
chaiml-mn12b-syn1-tune22-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-syn1-tune22-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-syn1-tune22-v1-mkmlizer completed after 226.54s with status: succeeded
Stopping job with name chaiml-mn12b-syn1-tune22-v1-mkmlizer
Pipeline stage MKMLizer completed in 226.93s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-syn1-tune22-v1
Waiting for inference service chaiml-mn12b-syn1-tune22-v1 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-mn12b-syn1-tune22-v1 ready after 60.19534707069397s
Pipeline stage MKMLDeployer completed in 61.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4201974868774414s
Received healthy response to inference request in 1.1226747035980225s
Received healthy response to inference request in 1.0833499431610107s
Received healthy response to inference request in 1.2741847038269043s
Received healthy response to inference request in 0.9053499698638916s
5 requests
0 failed requests
5th percentile: 0.9409499645233155
10th percentile: 0.9765499591827392
20th percentile: 1.0477499485015869
30th percentile: 1.091214895248413
40th percentile: 1.1069447994232178
50th percentile: 1.1226747035980225
60th percentile: 1.183278703689575
70th percentile: 1.243882703781128
80th percentile: 1.3033872604370118
90th percentile: 1.3617923736572266
95th percentile: 1.390994930267334
99th percentile: 1.41435697555542
mean time: 1.161151361465454
Pipeline stage StressChecker completed in 7.09s
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 0.66s
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-mn12b-syn1-tune22_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 0.13s
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-mn12b-syn1-tune22-v1-profiler
Waiting for inference service chaiml-mn12b-syn1-tune22-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 2643.08s
Shutdown handler de-registered
chaiml-mn12b-syn1-tune22_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-syn1-tune22_v1 status is now torndown due to DeploymentManager action