chaiml-csfs-v3-dpo-lr1e6b01

developer_uid: chai_backend_admin

submission_id: chaiml-csfs-v3-dpo-lr1e6b01_v1

model_name: chaiml-csfs-v3-dpo-lr1e6b01_v1

model_group: ChaiML/csfs-v3-dpo-lr1e6

status: inactive

timestamp: 2025-10-14T21:17:44+00:00

num_battles: 5180

num_wins: 2741

celo_rating: 1292.51

family_friendly_score: 0.49439999999999995

family_friendly_standard_error: 0.007070624300583365

submission_type: basic

model_repo: ChaiML/csfs-v3-dpo-lr1e6b01

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': 0.37946916412067405, 'latency_mean': 2.6351350212097167, 'latency_p50': 2.653221607208252, 'latency_p90': 2.8837239503860475}, {'batch_size': 2, 'throughput': 0.5746334616798682, 'latency_mean': 3.467085106372833, 'latency_p50': 3.494168519973755, 'latency_p90': 3.7871769666671753}, {'batch_size': 3, 'throughput': 0.7127272110961463, 'latency_mean': 4.19721133351326, 'latency_p50': 4.152835965156555, 'latency_p90': 4.87696189880371}, {'batch_size': 4, 'throughput': 0.8037143782751706, 'latency_mean': 4.95277348279953, 'latency_p50': 4.9760096073150635, 'latency_p90': 5.50926947593689}, {'batch_size': 5, 'throughput': 0.8757417485918171, 'latency_mean': 5.693061850070953, 'latency_p50': 5.683062195777893, 'latency_p90': 6.43824348449707}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: chaiml-csfs-v3-dpo-lr1e6b01_v1

is_internal_developer: True

language_model: ChaiML/csfs-v3-dpo-lr1e6b01

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-10-14

win_ratio: 0.5291505791505792

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '####', '</s>', '\n'], '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-csfs-v3-dpo-lr1e6b01-v1-mkmlizer
Waiting for job on chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer to finish
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chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: Downloaded to shared memory in 59.640s
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: Checking if ChaiML/csfs-v3-dpo-lr1e6b01 already exists in ChaiML
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpuclu5o2l, device:0
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: quantized model in 44.181s
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: Processed model ChaiML/csfs-v3-dpo-lr1e6b01 in 103.822s
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/config.json
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/special_tokens_map.json
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/tokenizer_config.json
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/tokenizer.json
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lr1e6b01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer completed after 185.1s with status: succeeded
Stopping job with name chaiml-csfs-v3-dpo-lr1e6b01-v1-mkmlizer
Pipeline stage MKMLizer completed in 185.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-dpo-lr1e6b01-v1
Waiting for inference service chaiml-csfs-v3-dpo-lr1e6b01-v1 to be ready
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', '')
Inference service chaiml-csfs-v3-dpo-lr1e6b01-v1 ready after 60.36254262924194s
Pipeline stage MKMLDeployer completed in 60.90s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7965567111968994s
Received healthy response to inference request in 2.1214065551757812s
Received healthy response to inference request in 2.1323258876800537s
Received healthy response to inference request in 2.0731160640716553s
Received healthy response to inference request in 2.216233253479004s
5 requests
0 failed requests
5th percentile: 2.0827741622924805
10th percentile: 2.0924322605133057
20th percentile: 2.111748456954956
30th percentile: 2.123590421676636
40th percentile: 2.127958154678345
50th percentile: 2.1323258876800537
60th percentile: 2.1658888339996336
70th percentile: 2.199451780319214
80th percentile: 2.332297945022583
90th percentile: 2.5644273281097414
95th percentile: 2.6804920196533204
99th percentile: 2.773343772888184
mean time: 2.2679276943206785
Pipeline stage StressChecker completed in 12.63s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3098.29s
Shutdown handler de-registered
chaiml-csfs-v3-dpo-lr1e6b01_v1 status is now inactive due to auto deactivation removed underperforming models