nischaydnk-dpo-v6-mix4d_72215

developer_uid: NischayDnk

submission_id: nischaydnk-dpo-v6-mix4d_72215_v1

model_name: nischaydnk-dpo-v6-mix4d_72215_v1

model_group: NischayDnk/dpo_v6_mix4ds

status: torndown

timestamp: 2025-01-04T17:11:44+00:00

num_battles: 15667

num_wins: 7667

celo_rating: 1254.66

family_friendly_score: 0.5888

family_friendly_standard_error: 0.006958657341757819

submission_type: basic

model_repo: NischayDnk/dpo_v6_mix4ds_dpo_rp_r128a64

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6147354156114706, 'latency_mean': 1.6266202580928804, 'latency_p50': 1.632464051246643, 'latency_p90': 1.8033923864364625}, {'batch_size': 3, 'throughput': 1.1343497070511477, 'latency_mean': 2.640839258432388, 'latency_p50': 2.631400465965271, 'latency_p90': 2.9550000429153442}, {'batch_size': 5, 'throughput': 1.3658862282498994, 'latency_mean': 3.6463510620594026, 'latency_p50': 3.6460022926330566, 'latency_p90': 4.069674968719482}, {'batch_size': 6, 'throughput': 1.434219113104168, 'latency_mean': 4.155209820270539, 'latency_p50': 4.184277415275574, 'latency_p90': 4.732013845443726}, {'batch_size': 8, 'throughput': 1.5019552319112832, 'latency_mean': 5.295988689661026, 'latency_p50': 5.27013897895813, 'latency_p90': 6.001283049583435}, {'batch_size': 10, 'throughput': 1.5423701771090699, 'latency_mean': 6.432168879508972, 'latency_p50': 6.444759488105774, 'latency_p90': 7.2777242183685305}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-dpo-v6-mix4d_72215_v1

is_internal_developer: False

language_model: NischayDnk/dpo_v6_mix4ds_dpo_rp_r128a64

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-01-04

win_ratio: 0.4893725665411374

generation_params: {'temperature': 0.94, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, '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': False}

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 nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer
Waiting for job on nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer to finish
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║                                                                     ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║                                                                     ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║                                                                     ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ║                                                                     ║
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: Downloaded to shared memory in 47.404s
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpksmlbc_i, device:0
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: quantized model in 34.880s
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: Processed model NischayDnk/dpo_v6_mix4ds_dpo_rp_r128a64 in 82.284s
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-dpo-v6-mix4d-72215-v1
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-dpo-v6-mix4d-72215-v1/special_tokens_map.json
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-dpo-v6-mix4d-72215-v1/config.json
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-dpo-v6-mix4d-72215-v1/tokenizer_config.json
nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-dpo-v6-mix4d-72215-v1/flywheel_model.0.safetensors
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Job nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer completed after 114.85s with status: succeeded
Stopping job with name nischaydnk-dpo-v6-mix4d-72215-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.36s
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 nischaydnk-dpo-v6-mix4d-72215-v1
Waiting for inference service nischaydnk-dpo-v6-mix4d-72215-v1 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v250: HTTPConnectionPool(host='mistralai-mistral-nem-93303-v250-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-nem_93303_v250: HTTPConnectionPool(host='mistralai-mistral-nem-93303-v250-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-nem_93303_v250: ('http://mistralai-mistral-nem-93303-v250-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41116->127.0.0.1:8080: read: connection reset by peer\n')
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service nischaydnk-dpo-v6-mix4d-72215-v1 ready after 331.18563890457153s
Pipeline stage MKMLDeployer completed in 331.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.106236457824707s
Received healthy response to inference request in 2.1510939598083496s
Received healthy response to inference request in 1.6787199974060059s
Received healthy response to inference request in 1.6351096630096436s
Received healthy response to inference request in 1.9942607879638672s
5 requests
0 failed requests
5th percentile: 1.643831729888916
10th percentile: 1.6525537967681885
20th percentile: 1.6699979305267334
30th percentile: 1.741828155517578
40th percentile: 1.8680444717407227
50th percentile: 1.9942607879638672
60th percentile: 2.039051055908203
70th percentile: 2.083841323852539
80th percentile: 2.1152079582214354
90th percentile: 2.1331509590148925
95th percentile: 2.1421224594116213
99th percentile: 2.149299659729004
mean time: 1.9130841732025146
Pipeline stage StressChecker completed in 10.86s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.93s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.71s
Shutdown handler de-registered
nischaydnk-dpo-v6-mix4d_72215_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 9824.25s
Shutdown handler de-registered
nischaydnk-dpo-v6-mix4d_72215_v1 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-dpo-v6-mix4d_72215_v1 status is now torndown due to DeploymentManager action
nischaydnk-dpo-v6-mix4d_72215_v1 status is now torndown due to DeploymentManager action
nischaydnk-dpo-v6-mix4d_72215_v1 status is now torndown due to DeploymentManager action