chaiml-ssnew-v5-dpo-lr5_24415

developer_uid: chai_backend_admin
submission_id: chaiml-ssnew-v5-dpo-lr5_24415_v4
model_name: chaiml-ssnew-v5-dpo-lr5_24415_v4
model_group: ChaiML/ssnew-v5-dpo-lr5e
status: inactive
timestamp: 2025-11-04T19:23:11+00:00
num_battles: 6127
num_wins: 3110
celo_rating: 1291.37
family_friendly_score: 0.4746
family_friendly_standard_error: 0.007061937977637583
submission_type: basic
model_repo: ChaiML/ssnew-v5-dpo-lr5e6b01-lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4571689477979874, 'latency_mean': 2.1872794318199156, 'latency_p50': 2.2004231214523315, 'latency_p90': 2.4070948123931886}, {'batch_size': 2, 'throughput': 0.6668391864787814, 'latency_mean': 2.9983972871303557, 'latency_p50': 2.9874441623687744, 'latency_p90': 3.2621421098709105}, {'batch_size': 3, 'throughput': 0.7987238209652788, 'latency_mean': 3.7475826573371886, 'latency_p50': 3.757431387901306, 'latency_p90': 4.067867851257324}, {'batch_size': 4, 'throughput': 0.8914342898695963, 'latency_mean': 4.475622531175613, 'latency_p50': 4.496124267578125, 'latency_p90': 5.170165228843689}, {'batch_size': 5, 'throughput': 0.9429330442684913, 'latency_mean': 5.276711868047714, 'latency_p50': 5.293098092079163, 'latency_p90': 5.927844071388244}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ssnew-v5-dpo-lr5_24415_v4
is_internal_developer: True
language_model: ChaiML/ssnew-v5-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.79
us_pacific_date: 2025-11-04
win_ratio: 0.5075893585767912
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>', '\n', 'You:', '####'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-ssnew-v5-dpo-lr5-24415-v4-mkmlizer
Waiting for job on chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer to finish
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Downloaded to shared memory in 53.574s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprjoiq0gb, device:0
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: quantized model in 282.742s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora in 336.317s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/config.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/tokenizer.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer completed after 421.73s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer
Pipeline stage MKMLizer completed in 422.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v5-dpo-lr5-24415-v4
Waiting for inference service chaiml-ssnew-v5-dpo-lr5-24415-v4 to be ready
Inference service chaiml-ssnew-v5-dpo-lr5-24415-v4 ready after 140.97845363616943s
Pipeline stage MKMLDeployer completed in 141.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.403982400894165s
Received healthy response to inference request in 1.751183271408081s
Received healthy response to inference request in 2.5763397216796875s
Received healthy response to inference request in 1.7262670993804932s
Received healthy response to inference request in 2.0849838256835938s
5 requests
0 failed requests
5th percentile: 1.7312503337860108
10th percentile: 1.7362335681915284
20th percentile: 1.7462000370025634
30th percentile: 1.8179433822631836
40th percentile: 1.9514636039733886
50th percentile: 2.0849838256835938
60th percentile: 2.2125832557678224
70th percentile: 2.3401826858520507
80th percentile: 2.4384538650512697
90th percentile: 2.5073967933654786
95th percentile: 2.541868257522583
99th percentile: 2.5694454288482667
mean time: 2.108551263809204
Pipeline stage StressChecker completed in 12.07s
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 0.88s
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 2.01s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr5_24415_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 3172.74s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr5_24415_v4 status is now inactive due to auto deactivation removed underperforming models
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage AMDMKMLizer
Starting job with name chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer
Waiting for job on chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer to finish
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: bash: no job control in this shell
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Version: 0.29.16+gfx942                                            ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA, ROCM                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║  Expiration: 2028-03-31 00:00:00                                    ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Downloaded to shared memory in 111.181s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi_85e5uz, device:0
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: 
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chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: quantized model in 59.018s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora in 170.199s
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/config.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/tokenizer.json
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/flywheel_model.1.safetensors
chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr5-24415-v4/amd/flywheel_model.0.safetensors
Job chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer completed after 227.28s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr5-24415-v4-mkmlizer
Pipeline stage AMDMKMLizer completed in 229.59s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage AMDMKMLizer
Pipeline stage %s skipped, reason=%s
Pipeline stage AMDMKMLizer completed in 0.39s
Shutdown handler de-registered