chaiml-ca18-v1-2-dpo-cosine

developer_uid: zonemercy
submission_id: chaiml-ca18-v1-2-dpo-cosine_v4
model_name: test
model_group: ChaiML/ca18-v1-2-dpo_cos
status: protected
timestamp: 2025-11-25T00:25:01+00:00
num_battles: 7078
num_wins: 3682
celo_rating: 1321.91
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ca18-v1-2-dpo_cosine
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7939666076359124, 'latency_mean': 1.259401363134384, 'latency_p50': 1.2662358283996582, 'latency_p90': 1.3818023920059204}, {'batch_size': 4, 'throughput': 1.6420662817975944, 'latency_mean': 2.4171634197235106, 'latency_p50': 2.414546012878418, 'latency_p90': 2.6633033990859984}, {'batch_size': 5, 'throughput': 1.7473743567306446, 'latency_mean': 2.8505124294757844, 'latency_p50': 2.8545581102371216, 'latency_p90': 3.217542290687561}, {'batch_size': 8, 'throughput': 1.9662442689557729, 'latency_mean': 4.0457811307907106, 'latency_p50': 4.064715147018433, 'latency_p90': 4.552089715003968}, {'batch_size': 10, 'throughput': 2.0180443438779982, 'latency_mean': 4.927137464284897, 'latency_p50': 4.985070466995239, 'latency_p90': 5.588193655014038}, {'batch_size': 12, 'throughput': 2.0804547486915936, 'latency_mean': 5.707964868545532, 'latency_p50': 5.703758478164673, 'latency_p90': 6.500001001358032}, {'batch_size': 15, 'throughput': 2.1293027359308256, 'latency_mean': 6.9799752616882325, 'latency_p50': 7.013736844062805, 'latency_p90': 8.02633490562439}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ca18-v1-2-dpo_cosine
model_size: 13B
ranking_group: single
throughput_3p7s: 1.93
us_pacific_date: 2025-11-24
win_ratio: 0.5202034473014976
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'You:', '\n', 'User:'], 'max_input_tokens': 2048, '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-ca18-v1-2-dpo-cosine-v4-mkmlizer
Waiting for job on chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer to finish
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: Downloaded to shared memory in 39.966s
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: Checking if ChaiML/ca18-v1-2-dpo_cosine already exists in ChaiML
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplxo0m_66, device:0
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: quantized model in 163.048s
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: Processed model ChaiML/ca18-v1-2-dpo_cosine in 203.014s
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia/config.json
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia/special_tokens_map.json
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia/tokenizer_config.json
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia/tokenizer.json
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-cosine-v4/nvidia/flywheel_model.0.safetensors
chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer: 
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Job chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer completed after 236.16s with status: succeeded
Stopping job with name chaiml-ca18-v1-2-dpo-cosine-v4-mkmlizer
Pipeline stage MKMLizer completed in 236.68s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
%s, retrying in %s seconds...
Creating inference service chaiml-ca18-v1-2-dpo-cosine-v4
Waiting for inference service chaiml-ca18-v1-2-dpo-cosine-v4 to be ready
Inference service chaiml-ca18-v1-2-dpo-cosine-v4 ready after 140.96593475341797s
Pipeline stage MKMLDeployer completed in 142.10s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0118725299835205s
Received healthy response to inference request in 1.1510097980499268s
Received healthy response to inference request in 1.3757593631744385s
Received healthy response to inference request in 1.0711979866027832s
Received healthy response to inference request in 1.5142254829406738s
5 requests
0 failed requests
5th percentile: 1.087160348892212
10th percentile: 1.1031227111816406
20th percentile: 1.135047435760498
30th percentile: 1.195959711074829
40th percentile: 1.2858595371246337
50th percentile: 1.3757593631744385
60th percentile: 1.4311458110809325
70th percentile: 1.4865322589874268
80th percentile: 1.6137548923492433
90th percentile: 1.8128137111663818
95th percentile: 1.912343120574951
99th percentile: 1.9919666481018066
mean time: 1.4248130321502686
Pipeline stage StressChecker completed in 8.41s
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 1.23s
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 0.63s
Shutdown handler de-registered
chaiml-ca18-v1-2-dpo-cosine_v4 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3652.02s
Shutdown handler de-registered
chaiml-ca18-v1-2-dpo-cosine_v4 status is now protected due to ABTestQueueItem
chaiml-ca18-v1-2-dpo-cosine_v4 status is now protected due to ABTestQueueItem
chaiml-ca18-v1-2-dpo-cosine_v4 status is now protected due to ABTestQueueItem
chaiml-ca18-v1-2-dpo-cosine_v4 status is now protected due to ABTestQueueItem
chaiml-ca18-v1-2-dpo-cosine_v4 status is now protected due to ABTestQueueItem