chaiml-mn12b-v2preferwi_18927

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_18927_v2
model_name: chaiml-mn12b-v2preferwi_18927_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-10T21:40:49+00:00
num_battles: 6063
num_wins: 3339
celo_rating: 1282.35
family_friendly_score: 0.5016
family_friendly_standard_error: 0.007071031607905596
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1_tune2
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': 0.9290645031992844, 'latency_mean': 1.0762514650821686, 'latency_p50': 1.070717692375183, 'latency_p90': 1.2093744993209838}, {'batch_size': 5, 'throughput': 2.4490419997135517, 'latency_mean': 2.0317555725574494, 'latency_p50': 2.0161516666412354, 'latency_p90': 2.2941349267959597}, {'batch_size': 10, 'throughput': 3.072045289417676, 'latency_mean': 3.2294739818573, 'latency_p50': 3.220152258872986, 'latency_p90': 3.6527132987976074}, {'batch_size': 15, 'throughput': 3.261730207607573, 'latency_mean': 4.541433893442154, 'latency_p50': 4.53294050693512, 'latency_p90': 5.28141188621521}, {'batch_size': 20, 'throughput': 3.3003933907322787, 'latency_mean': 5.953953634500504, 'latency_p50': 5.9870545864105225, 'latency_p90': 6.929526233673095}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_18927_v2
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1_tune2
model_size: 13B
ranking_group: single
throughput_3p7s: 3.19
us_pacific_date: 2025-09-10
win_ratio: 0.5507174666006928
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-v2preferwi-18927-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-18927-v2-mkmlizer to finish
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-mn12b-v2preferwi-18927-v2-mkmlizer: Downloaded to shared memory in 31.170s
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1_tune2 already exists in ChaiML
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprit7nhfv, device:0
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-ocean-life25051_60844_v23: HTTPConnectionPool(host='chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x72b1f02b33d0>, 'Connection to chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))
Failed to get response for submission chaiml-ocean-life25051_60844_v23: HTTPConnectionPool(host='chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x72b13037c210>, 'Connection to chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: quantized model in 148.644s
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1_tune2 in 179.815s
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia/config.json
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn12b-v2preferwi-18927-v2-mkmlizer: 
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Job chaiml-mn12b-v2preferwi-18927-v2-mkmlizer completed after 217.18s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-18927-v2-mkmlizer
Pipeline stage MKMLizer completed in 217.61s
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-mn12b-v2preferwi-18927-v2
Waiting for inference service chaiml-mn12b-v2preferwi-18927-v2 to be ready
Failed to get response for submission chaiml-ocean-life25051_60844_v23: HTTPConnectionPool(host='chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x72b13053a490>, 'Connection to chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))
Inference service chaiml-mn12b-v2preferwi-18927-v2 ready after 70.13792371749878s
Pipeline stage MKMLDeployer completed in 70.56s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4802558422088623s
Received healthy response to inference request in 1.1358654499053955s
Received healthy response to inference request in 1.1303215026855469s
Received healthy response to inference request in 1.4668023586273193s
Received healthy response to inference request in 1.0225164890289307s
5 requests
0 failed requests
5th percentile: 1.044077491760254
10th percentile: 1.065638494491577
20th percentile: 1.1087604999542235
30th percentile: 1.1314302921295165
40th percentile: 1.133647871017456
50th percentile: 1.1358654499053955
60th percentile: 1.268240213394165
70th percentile: 1.4006149768829346
80th percentile: 1.4694930553436278
90th percentile: 1.474874448776245
95th percentile: 1.4775651454925538
99th percentile: 1.4797177028656006
mean time: 1.247152328491211
Pipeline stage StressChecker completed in 7.74s
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 0.67s
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 0.67s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_18927_v2 status is now deployed due to DeploymentManager action
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 2048.55s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_18927_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_18927_v2 status is now torndown due to DeploymentManager action