chaiml-icld-v1-dpo-b025

developer_uid: zonemercy
submission_id: chaiml-icld-v1-dpo-b025_v7
model_name: test
model_group: ChaiML/icld-v1-dpo_b025
status: inactive
timestamp: 2025-11-23T23:02:49+00:00
num_battles: 5728
num_wins: 2986
celo_rating: 1291.23
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/icld-v1-dpo_b025
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': 0.4640364571068128, 'latency_mean': 2.1548738467693327, 'latency_p50': 2.15775203704834, 'latency_p90': 2.3547746181488036}, {'batch_size': 2, 'throughput': 0.6824680017198216, 'latency_mean': 2.9265337920188905, 'latency_p50': 2.918475389480591, 'latency_p90': 3.1718771696090697}, {'batch_size': 3, 'throughput': 0.8287147753928246, 'latency_mean': 3.610605413913727, 'latency_p50': 3.6199915409088135, 'latency_p90': 4.073027491569519}, {'batch_size': 4, 'throughput': 0.9187389884715069, 'latency_mean': 4.3351410865783695, 'latency_p50': 4.329663157463074, 'latency_p90': 4.753556776046753}, {'batch_size': 5, 'throughput': 0.9736431105749024, 'latency_mean': 5.119432806968689, 'latency_p50': 5.122225284576416, 'latency_p90': 5.809313464164734}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/icld-v1-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-23
win_ratio: 0.5212988826815642
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': ['\n', 'You:', '</s>', 'User:'], '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': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
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run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-icld-v1-dpo-b025-v7-mkmlizer
Waiting for job on chaiml-icld-v1-dpo-b025-v7-mkmlizer to finish
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║                                                                     ║
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chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ║                                                                     ║
chaiml-icld-v1-dpo-b025-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-icld-v1-dpo-b025-v7-mkmlizer: Downloaded to shared memory in 63.423s
chaiml-icld-v1-dpo-b025-v7-mkmlizer: Checking if ChaiML/icld-v1-dpo_b025 already exists in ChaiML
chaiml-icld-v1-dpo-b025-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp87s19it_, device:0
chaiml-icld-v1-dpo-b025-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-icld-v1-dpo-b025-v7-mkmlizer: quantized model in 317.843s
chaiml-icld-v1-dpo-b025-v7-mkmlizer: Processed model ChaiML/icld-v1-dpo_b025 in 381.266s
chaiml-icld-v1-dpo-b025-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-icld-v1-dpo-b025-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-icld-v1-dpo-b025-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/config.json
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/special_tokens_map.json
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/tokenizer_config.json
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/tokenizer.json
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/flywheel_model.1.safetensors
chaiml-icld-v1-dpo-b025-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-icld-v1-dpo-b025-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-icld-v1-dpo-b025-v7-mkmlizer completed after 439.65s with status: succeeded
Stopping job with name chaiml-icld-v1-dpo-b025-v7-mkmlizer
Pipeline stage MKMLizer completed in 440.20s
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-icld-v1-dpo-b025-v7
Waiting for inference service chaiml-icld-v1-dpo-b025-v7 to be ready
Inference service chaiml-icld-v1-dpo-b025-v7 ready after 151.1764771938324s
Pipeline stage MKMLDeployer completed in 151.89s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.2810118198394775s
Received healthy response to inference request in 1.998028039932251s
Received healthy response to inference request in 1.7857298851013184s
Received healthy response to inference request in 1.6713714599609375s
5 requests
1 failed requests
5th percentile: 1.6942431449890136
10th percentile: 1.7171148300170898
20th percentile: 1.7628582000732422
30th percentile: 1.8281895160675048
40th percentile: 1.9131087779998779
50th percentile: 1.998028039932251
60th percentile: 2.1112215518951416
70th percentile: 2.2244150638580322
80th percentile: 5.858419036865238
90th percentile: 13.013233470916749
95th percentile: 16.590640687942503
99th percentile: 19.45256646156311
mean time: 5.580837821960449
%s, retrying in %s seconds...
Received healthy response to inference request in 1.701589584350586s
Received healthy response to inference request in 1.9095239639282227s
Received healthy response to inference request in 2.131300687789917s
Received healthy response to inference request in 1.924588680267334s
Received healthy response to inference request in 1.651369333267212s
5 requests
0 failed requests
5th percentile: 1.6614133834838867
10th percentile: 1.6714574337005614
20th percentile: 1.6915455341339112
30th percentile: 1.7431764602661133
40th percentile: 1.826350212097168
50th percentile: 1.9095239639282227
60th percentile: 1.9155498504638673
70th percentile: 1.9215757369995117
80th percentile: 1.9659310817718507
90th percentile: 2.048615884780884
95th percentile: 2.0899582862854005
99th percentile: 2.123032207489014
mean time: 1.8636744499206543
Pipeline stage StressChecker completed in 40.08s
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 0.84s
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 0.78s
Shutdown handler de-registered
chaiml-icld-v1-dpo-b025_v7 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 2975.75s
Shutdown handler de-registered