chaiml-ssnew-v7-1-dpo-cosine

developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-1-dpo-cosine_v3
model_name: test
model_group: ChaiML/ssnew-v7-1-dpo_co
status: torndown
timestamp: 2025-11-23T23:21:26+00:00
num_battles: 5465
num_wins: 2865
celo_rating: 1319.65
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ssnew-v7-1-dpo_cosine
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': 0.4619672301336129, 'latency_mean': 2.1645351469516756, 'latency_p50': 2.1350018978118896, 'latency_p90': 2.3650825023651123}, {'batch_size': 2, 'throughput': 0.6787692727108998, 'latency_mean': 2.943103427886963, 'latency_p50': 2.9262055158615112, 'latency_p90': 3.2084891557693482}, {'batch_size': 3, 'throughput': 0.8224844656098376, 'latency_mean': 3.6270740711688996, 'latency_p50': 3.617833971977234, 'latency_p90': 3.973563766479492}, {'batch_size': 4, 'throughput': 0.9201001997221865, 'latency_mean': 4.335490137338638, 'latency_p50': 4.343769073486328, 'latency_p90': 4.973518919944763}, {'batch_size': 5, 'throughput': 0.9879063937079249, 'latency_mean': 5.043893171548843, 'latency_p50': 5.034104824066162, 'latency_p90': 5.719628095626831}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/ssnew-v7-1-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-20
win_ratio: 0.5242451967063129
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': ['User:', '\n', '</s>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', '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-ssnew-v7-1-dpo-cosine-v3-mkmlizer
Waiting for job on chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer to finish
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: Downloaded to shared memory in 60.535s
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: Checking if ChaiML/ssnew-v7-1-dpo_cosine already exists in ChaiML
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1jbw6wno, device:0
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-ssnew-v7-1a-dpo_v1: ('http://chaiml-ssnew-v7-1a-dpo-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:32898->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: quantized model in 314.645s
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: Processed model ChaiML/ssnew-v7-1-dpo_cosine in 375.181s
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/config.json
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/tokenizer.json
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer completed after 441.25s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1-dpo-cosine-v3-mkmlizer
Pipeline stage MKMLizer completed in 441.87s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-1-dpo-cosine-v3
Waiting for inference service chaiml-ssnew-v7-1-dpo-cosine-v3 to be ready
Inference service chaiml-ssnew-v7-1-dpo-cosine-v3 ready after 150.79437971115112s
Pipeline stage MKMLDeployer completed in 151.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3278653621673584s
Received healthy response to inference request in 1.698476791381836s
Received healthy response to inference request in 1.622542142868042s
Received healthy response to inference request in 2.098658561706543s
Received healthy response to inference request in 1.7337875366210938s
5 requests
0 failed requests
5th percentile: 1.6377290725708007
10th percentile: 1.6529160022735596
20th percentile: 1.6832898616790772
30th percentile: 1.7055389404296875
40th percentile: 1.7196632385253907
50th percentile: 1.7337875366210938
60th percentile: 1.8797359466552734
70th percentile: 2.025684356689453
80th percentile: 2.144499921798706
90th percentile: 2.2361826419830324
95th percentile: 2.2820240020751954
99th percentile: 2.318697090148926
mean time: 1.8962660789489747
Pipeline stage StressChecker completed in 10.99s
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 0.70s
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 0.71s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-cosine_v3 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-ssnew-v7-1-dpo-cosine-v3-profiler
Waiting for inference service chaiml-ssnew-v7-1-dpo-cosine-v3-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4615.55s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-cosine_v3 status is now torndown due to DeploymentManager action