chaiml-cai-v2-dpo-v12-c_74631

developer_uid: zonemercy
submission_id: chaiml-cai-v2-dpo-v12-c_74631_v4
model_name: test
model_group: ChaiML/cai-v2-dpo_v12-co
status: torndown
timestamp: 2025-11-11T08:21:33+00:00
num_battles: 6267
num_wins: 3685
celo_rating: 1371.59
family_friendly_score: 0.4324
family_friendly_standard_error: 0.007006143589736082
submission_type: basic
model_repo: ChaiML/cai-v2-dpo_v12-cosine-b04
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.26775877995271274, 'latency_mean': 3.7346074986457825, 'latency_p50': 3.7458571195602417, 'latency_p90': 3.9359630346298218}, {'batch_size': 2, 'throughput': 0.4344341424432355, 'latency_mean': 4.595654295682907, 'latency_p50': 4.5972336530685425, 'latency_p90': 4.841423749923706}, {'batch_size': 3, 'throughput': 0.5533623710850076, 'latency_mean': 5.4049470067024235, 'latency_p50': 5.4063321352005005, 'latency_p90': 5.7029218673706055}, {'batch_size': 5, 'throughput': 0.6975217710218364, 'latency_mean': 7.14813131570816, 'latency_p50': 7.190877795219421, 'latency_p90': 7.800327730178833}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v2-dpo_v12-cosine-b04
model_size: 24B
ranking_group: single
us_pacific_date: 2025-11-08
win_ratio: 0.5880006382639221
generation_params: {'temperature': 0.3, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 128}
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': '####\n{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-cai-v2-dpo-v12-c-74631-v4-mkmlizer
Waiting for job on chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer to finish
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║                                                                     ║
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chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: Downloaded to shared memory in 48.408s
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: Checking if ChaiML/cai-v2-dpo_v12-cosine-b04 already exists in ChaiML
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7p27xvlr, device:0
chaiml-cai-v2-dpo-v12-c-74631-v4-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-cai-v2-dpo-v12-c-74631-v4-mkmlizer: quantized model in 284.269s
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: Processed model ChaiML/cai-v2-dpo_v12-cosine-b04 in 332.678s
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia/config.json
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia/special_tokens_map.json
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia/tokenizer_config.json
chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia/tokenizer.json
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-cai-v2-dpo-v12-c-74631-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-dpo-v12-c-74631-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer completed after 373.04s with status: succeeded
Stopping job with name chaiml-cai-v2-dpo-v12-c-74631-v4-mkmlizer
Pipeline stage MKMLizer completed in 373.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.62s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v2-dpo-v12-c-74631-v4
Waiting for inference service chaiml-cai-v2-dpo-v12-c-74631-v4 to be ready
Failed to get response for submission chaiml-grpo-nis-12bsft_56492_v22: ('http://chaiml-grpo-nis-12bsft-56492-v22-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:39916->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-cai-v2-dpo-v12-c-74631-v4 ready after 170.95588064193726s
Pipeline stage MKMLDeployer completed in 171.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.943669557571411s
Received healthy response to inference request in 3.776437520980835s
Received healthy response to inference request in 3.2960705757141113s
Received healthy response to inference request in 3.4663116931915283s
Received healthy response to inference request in 4.164428949356079s
5 requests
0 failed requests
5th percentile: 3.3301187992095946
10th percentile: 3.364167022705078
20th percentile: 3.432263469696045
30th percentile: 3.5283368587493897
40th percentile: 3.652387189865112
50th percentile: 3.776437520980835
60th percentile: 3.8433303356170656
70th percentile: 3.910223150253296
80th percentile: 3.987821435928345
90th percentile: 4.076125192642212
95th percentile: 4.120277070999146
99th percentile: 4.155598573684692
mean time: 3.729383659362793
%s, retrying in %s seconds...
Received healthy response to inference request in 3.609872579574585s
Received healthy response to inference request in 3.3022830486297607s
Received healthy response to inference request in 3.2973241806030273s
Received healthy response to inference request in 3.2582125663757324s
Received healthy response to inference request in 3.517695665359497s
5 requests
0 failed requests
5th percentile: 3.2660348892211912
10th percentile: 3.2738572120666505
20th percentile: 3.2895018577575685
30th percentile: 3.298315954208374
40th percentile: 3.3002995014190675
50th percentile: 3.3022830486297607
60th percentile: 3.3884480953216554
70th percentile: 3.47461314201355
80th percentile: 3.5361310482025146
90th percentile: 3.57300181388855
95th percentile: 3.5914371967315675
99th percentile: 3.6061855030059813
mean time: 3.3970776081085203
Pipeline stage StressChecker completed in 39.13s
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 0.66s
Shutdown handler de-registered
chaiml-cai-v2-dpo-v12-c_74631_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-v2-dpo-v12-c-74631-v4-profiler
Waiting for inference service chaiml-cai-v2-dpo-v12-c-74631-v4-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 3407.82s
Shutdown handler de-registered
chaiml-cai-v2-dpo-v12-c_74631_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-v2-dpo-v12-c_74631_v4 status is now torndown due to DeploymentManager action