nischaydnk-nemo-merge-d_98803

developer_uid: NischayDnk

submission_id: nischaydnk-nemo-merge-d_98803_v1

model_name: nischaydnk-nemo-merge-d_98803_v1

model_group: NischayDnk/Nemo-Merge-DP

status: torndown

timestamp: 2025-01-04T14:07:16+00:00

num_battles: 11529

num_wins: 5554

celo_rating: 1249.04

family_friendly_score: 0.5962000000000001

family_friendly_standard_error: 0.006938956117457438

submission_type: basic

model_repo: NischayDnk/Nemo-Merge-DPO-v1ori

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6108989300290152, 'latency_mean': 1.6368692207336426, 'latency_p50': 1.6395124197006226, 'latency_p90': 1.7909589290618897}, {'batch_size': 3, 'throughput': 1.1250901763892287, 'latency_mean': 2.6629037165641787, 'latency_p50': 2.6710888147354126, 'latency_p90': 2.917332482337952}, {'batch_size': 5, 'throughput': 1.3635245239549116, 'latency_mean': 3.650017137527466, 'latency_p50': 3.6503409147262573, 'latency_p90': 4.0144113302230835}, {'batch_size': 6, 'throughput': 1.4408307616892189, 'latency_mean': 4.1490589094161985, 'latency_p50': 4.160409331321716, 'latency_p90': 4.6213936567306515}, {'batch_size': 8, 'throughput': 1.500288761403872, 'latency_mean': 5.3021413159370425, 'latency_p50': 5.327728867530823, 'latency_p90': 6.062570381164551}, {'batch_size': 10, 'throughput': 1.5430964494789212, 'latency_mean': 6.435593647956848, 'latency_p50': 6.479475140571594, 'latency_p90': 7.280246663093567}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-nemo-merge-d_98803_v1

is_internal_developer: False

language_model: NischayDnk/Nemo-Merge-DPO-v1ori

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-01-04

win_ratio: 0.48174169485644897

generation_params: {'temperature': 0.95, '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-nemo-merge-d-98803-v1-mkmlizer
Waiting for job on nischaydnk-nemo-merge-d-98803-v1-mkmlizer to finish
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ║                                                                     ║
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: Downloaded to shared memory in 47.252s
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp38wqh6f0, device:0
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: quantized model in 35.884s
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: Processed model NischayDnk/Nemo-Merge-DPO-v1ori in 83.136s
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-nemo-merge-d-98803-v1
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-nemo-merge-d-98803-v1/config.json
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-nemo-merge-d-98803-v1/special_tokens_map.json
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-nemo-merge-d-98803-v1/tokenizer_config.json
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-nemo-merge-d-98803-v1/flywheel_model.0.safetensors
nischaydnk-nemo-merge-d-98803-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/363 [00:06<18:13,  3.03s/it]
Loading 0:   2%|▏         | 6/363 [00:06<04:51,  1.22it/s]
Loading 0:   3%|▎         | 11/363 [00:06<02:07,  2.75it/s]
Loading 0:   4%|▍         | 15/363 [00:06<01:21,  4.29it/s]
Loading 0:   6%|▋         | 23/363 [00:06<00:39,  8.55it/s]
Loading 0:   8%|▊         | 29/363 [00:06<00:27, 12.02it/s]
Loading 0:   9%|▉         | 34/363 [00:06<00:21, 15.11it/s]
Loading 0:  11%|█         | 40/363 [00:07<00:18, 17.15it/s]
Loading 0:  12%|█▏        | 44/363 [00:07<00:16, 19.64it/s]
Loading 0:  14%|█▍        | 50/363 [00:07<00:12, 24.92it/s]
Loading 0:  15%|█▌        | 56/363 [00:07<00:10, 28.54it/s]
Loading 0:  17%|█▋        | 61/363 [00:07<00:09, 31.32it/s]
Loading 0:  19%|█▊        | 68/363 [00:07<00:07, 37.91it/s]
Loading 0:  20%|██        | 74/363 [00:07<00:07, 39.22it/s]
Loading 0:  22%|██▏       | 79/363 [00:07<00:07, 39.84it/s]
Loading 0:  24%|██▎       | 86/363 [00:08<00:06, 45.28it/s]
Loading 0:  25%|██▌       | 92/363 [00:08<00:06, 44.33it/s]
Loading 0:  27%|██▋       | 97/363 [00:08<00:06, 43.79it/s]
Loading 0:  29%|██▊       | 104/363 [00:08<00:05, 47.65it/s]
Loading 0:  30%|███       | 110/363 [00:08<00:05, 44.89it/s]
Loading 0:  32%|███▏      | 115/363 [00:08<00:05, 43.95it/s]
Loading 0:  33%|███▎      | 121/363 [00:08<00:06, 35.43it/s]
Loading 0:  34%|███▍      | 125/363 [00:09<00:06, 35.46it/s]
Loading 0:  36%|███▌      | 130/363 [00:09<00:06, 38.13it/s]
Loading 0:  37%|███▋      | 135/363 [00:09<00:05, 38.86it/s]
Loading 0:  39%|███▊      | 140/363 [00:09<00:05, 39.93it/s]
Loading 0:  40%|████      | 146/363 [00:09<00:05, 40.60it/s]
Loading 0:  42%|████▏     | 151/363 [00:09<00:05, 41.17it/s]
Loading 0:  44%|████▎     | 158/363 [00:09<00:04, 46.93it/s]
Loading 0:  45%|████▌     | 164/363 [00:09<00:04, 44.59it/s]
Loading 0:  47%|████▋     | 169/363 [00:10<00:04, 43.40it/s]
Loading 0:  48%|████▊     | 176/363 [00:10<00:03, 48.27it/s]
Loading 0:  50%|█████     | 182/363 [00:10<00:03, 45.55it/s]
Loading 0:  52%|█████▏    | 187/363 [00:10<00:03, 44.04it/s]
Loading 0:  53%|█████▎    | 193/363 [00:10<00:03, 47.91it/s]
Loading 0:  55%|█████▍    | 198/363 [00:10<00:03, 47.04it/s]
Loading 0:  56%|█████▌    | 203/363 [00:10<00:04, 34.59it/s]
Loading 0:  57%|█████▋    | 208/363 [00:11<00:04, 37.43it/s]
Loading 0:  59%|█████▊    | 213/363 [00:11<00:04, 32.80it/s]
Loading 0:  61%|██████    | 220/363 [00:11<00:03, 39.99it/s]
Loading 0:  62%|██████▏   | 225/363 [00:11<00:03, 42.16it/s]
Loading 0:  63%|██████▎   | 230/363 [00:11<00:03, 43.86it/s]
Loading 0:  65%|██████▍   | 235/363 [00:11<00:02, 44.98it/s]
Loading 0:  66%|██████▌   | 240/363 [00:11<00:03, 37.83it/s]
Loading 0:  68%|██████▊   | 247/363 [00:11<00:02, 44.06it/s]
Loading 0:  70%|██████▉   | 253/363 [00:12<00:02, 47.39it/s]
Loading 0:  71%|███████▏  | 259/363 [00:12<00:02, 42.93it/s]
Loading 0:  73%|███████▎  | 266/363 [00:12<00:02, 47.31it/s]
Loading 0:  75%|███████▍  | 272/363 [00:12<00:01, 46.53it/s]
Loading 0:  76%|███████▋  | 277/363 [00:12<00:01, 46.05it/s]
Loading 0:  78%|███████▊  | 283/363 [00:12<00:02, 36.03it/s]
Loading 0:  79%|███████▉  | 288/363 [00:12<00:02, 36.56it/s]
Loading 0:  81%|████████  | 293/363 [00:13<00:01, 38.45it/s]
Loading 0:  82%|████████▏ | 298/363 [00:13<00:01, 40.63it/s]
Loading 0:  83%|████████▎ | 303/363 [00:13<00:01, 34.80it/s]
Loading 0:  85%|████████▌ | 310/363 [00:13<00:01, 42.46it/s]
Loading 0:  87%|████████▋ | 315/363 [00:13<00:01, 42.11it/s]
Loading 0:  88%|████████▊ | 320/363 [00:13<00:01, 42.04it/s]
Loading 0:  90%|████████▉ | 326/363 [00:13<00:00, 40.36it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:00, 40.47it/s]
Loading 0:  93%|█████████▎| 337/363 [00:14<00:00, 45.05it/s]
Loading 0:  94%|█████████▍| 342/363 [00:14<00:00, 44.30it/s]
Loading 0:  96%|█████████▌| 347/363 [00:14<00:00, 44.77it/s]
Loading 0:  97%|█████████▋| 353/363 [00:14<00:00, 43.28it/s]
Loading 0:  99%|█████████▊| 358/363 [00:14<00:00, 42.17it/s]
                                                            
Job nischaydnk-nemo-merge-d-98803-v1-mkmlizer completed after 115.56s with status: succeeded
Stopping job with name nischaydnk-nemo-merge-d-98803-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.51s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service nischaydnk-nemo-merge-d-98803-v1
Waiting for inference service nischaydnk-nemo-merge-d-98803-v1 to be ready
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service nischaydnk-nemo-merge-d-98803-v1 ready after 332.03311371803284s
Pipeline stage MKMLDeployer completed in 332.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1444895267486572s
Received healthy response to inference request in 1.6685163974761963s
Received healthy response to inference request in 2.0952885150909424s
Received healthy response to inference request in 1.8926067352294922s
Received healthy response to inference request in 2.1007232666015625s
5 requests
0 failed requests
5th percentile: 1.7133344650268554
10th percentile: 1.7581525325775147
20th percentile: 1.847788667678833
30th percentile: 1.9331430912017822
40th percentile: 2.0142158031463624
50th percentile: 2.0952885150909424
60th percentile: 2.0974624156951904
70th percentile: 2.0996363162994385
80th percentile: 2.1094765186309816
90th percentile: 2.1269830226898194
95th percentile: 2.135736274719238
99th percentile: 2.1427388763427735
mean time: 1.98032488822937
Pipeline stage StressChecker completed in 11.40s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Failed to get response for submission nischaydnk-mistralnemo-_39604_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-39604-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.76s
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
nischaydnk-nemo-merge-d_98803_v1 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
%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 9189.07s
Shutdown handler de-registered
nischaydnk-nemo-merge-d_98803_v1 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-nemo-merge-d_98803_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo-merge-d_98803_v1 status is now torndown due to DeploymentManager action
nischaydnk-nemo-merge-d_98803_v1 status is now torndown due to DeploymentManager action