bbchicago-brt-8b-l3-v1-3_5204

submission_id: bbchicago-brt-8b-l3-v1-3_5204_v1

developer_uid: Bbbrun0

status: inactive

model_repo: BBChicago/Brt-8B-L3_v1.3-DPO_v3.0_e2

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, '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}

reward_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}

timestamp: 2024-07-02T03:03:34+00:00

model_name: bbchicago-brt-8b-l3-v1-3_5204_v1

model_group: BBChicago/Brt-8B-L3_v1.3

num_battles: 10838

num_wins: 6074

celo_rating: 1216.69

propriety_score: 0.7094795539033457

propriety_total_count: 5380.0

submission_type: basic

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: bbchicago-brt-8b-l3-v1-3_5204_v1

ineligible_reason: None

language_model: BBChicago/Brt-8B-L3_v1.3-DPO_v3.0_e2

model_size: 8B

reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2

us_pacific_date: 2024-07-01

win_ratio: 0.5604355047056653

Resubmit model

Reference Models

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  Version: 0.8.14                                                    ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Downloaded to shared memory in 38.063s
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: 
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: quantized model in 25.182s
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.3-DPO_v3.0_e2 in 63.245s
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1/config.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-5204-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Saving duration: 0.403s
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.583s
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/config.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/merges.txt
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/vocab.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-5204-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer completed after 93.83s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-3-5204-v1-mkmlizer
Pipeline stage MKMLizer completed in 94.87s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-3-5204-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-3-5204-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-3-5204-v1 ready after 50.24246549606323s
Pipeline stage ISVCDeployer completed in 56.96s
Running pipeline stage StressChecker
Received healthy response to inference request in 13.568102598190308s
Received healthy response to inference request in 1.3397696018218994s
Received healthy response to inference request in 1.2478446960449219s
Received healthy response to inference request in 1.2653353214263916s
Received healthy response to inference request in 1.2620823383331299s
5 requests
0 failed requests
5th percentile: 1.2506922245025636
10th percentile: 1.253539752960205
20th percentile: 1.2592348098754882
30th percentile: 1.2627329349517822
40th percentile: 1.264034128189087
50th percentile: 1.2653353214263916
60th percentile: 1.2951090335845947
70th percentile: 1.3248827457427979
80th percentile: 3.785436201095583
90th percentile: 8.676769399642946
95th percentile: 11.122435998916623
99th percentile: 13.07896927833557
mean time: 3.73662691116333
Pipeline stage StressChecker completed in 19.51s
bbchicago-brt-8b-l3-v1-3_5204_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-3_5204_v1 status is now inactive due to auto deactivation removed underperforming models

Start Time:

End Time:

Step (in hours or minutes, e.g. 1h, 10m):

Usage Metrics

Latency Metrics

Model Developer	Ranking	Ranking By Group	Elo Rating	Elo Rating By Group	Alignment Score	Alignment Question Responses	Submission ID	Parameters	Huggingface Repository	Variant	Number of Battles	Number of Battles By Group	Win Ratio	Win Ratio By Group	Type	Reward Repo	Best of	Max Input Tokens	Max Output Tokens	Model Architecture	Model Group	Date	Elo Norm	Alignment Norm	Alt Ranking	Alt Ranking By Group	Elo Rank	Alignment Rank
Jellywibble	1	1	1264.70	1266.41	0.71	5803.0	jellywibble-lora-120k-pr_2827_v2	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	30751	285696	0.60	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.81	0.30	17	17	3	295
kay5555	2	1	1266.41	1266.41	0.70	6896.0	jellywibble-lora-120k-pr_2827_v5	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40418	285696	0.59	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.85	-0.26	109	17	1	500
robert_irvine	3	3	1236.98	1238.66	0.73	5655.0	nitral-ai-hathor-l3-8b-v-01_v12	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v12	32705	1081978	0.56	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.18	0.91	1	1	10	126
robert_irvine	4	3	1237.72	1238.66	0.72	11740.0	nitral-ai-hathor-l3-8b-v-01_v42	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v42	69118	1081978	0.52	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.19	0.87	2	1	8	133
robert_irvine	5	3	1238.53	1238.66	0.72	11197.0	nitral-ai-hathor-l3-8b-v-01_v43	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v43	65010	1081978	0.51	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.21	0.83	3	1	7	146
Jellywibble	6	6	1266.13	1266.13	0.70	5775.0	jellywibble-quantumenigm_5980_v2	8B	Jellywibble/QuantumEnigma-cp1500	quantum-enigma-cp1500	33603	33603	0.61	0.61	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/QuantumEnigm	2024-07-06	1.85	-0.39	145	145	2	548
kay5555	7	1	1261.11	1266.41	0.70	7034.0	jellywibble-lora-120k-pr_2827_v3	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40661	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.73	-0.32	123	17	4	521
robert_irvine	8	3	1237.38	1238.66	0.72	5471.0	nitral-ai-hathor-l3-8b-v-01_v11	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v11	32108	1081978	0.57	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.19	0.58	9	1	9	210
dzhao1	9	9	1234.33	1234.33	0.72	7455.0	chaiml-sao10k-l3-rp-v3-3_v2	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v2	15854	405853	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	1.12	0.57	10	4	12	215
robert_irvine	10	3	1236.00	1238.66	0.72	5365.0	nitral-ai-hathor-l3-8b-v-01_v38	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v38	31159	1081978	0.58	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.15	0.47	11	1	11	240
robert_irvine	11	3	1238.66	1238.66	0.71	5261.0	nitral-ai-hathor-l3-8b-v-01_v41	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v41	30522	1081978	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.22	0.34	14	1	6	283
kay5555	12	1	1260.05	1266.41	0.70	7065.0	jellywibble-lora-120k-pr_2827_v4	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40196	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.71	-0.62	214	17	5	625
dzhao1	13	9	1220.66	1234.33	0.73	5650.0	chaiml-sao10k-l3-rp-v3-3_v1	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v1	11815	405853	0.57	0.58	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	0.80	0.97	4	4	50	110
nguyenzzz	14	14	1216.48	1219.12	0.73	5314.0	meseca-15062024-c1_v3	8B	meseca/15062024-c1	meseca-15062024-c1_v3	10944	33263	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	meseca/15062024-c1	2024-07-01	0.71	1.12	6	6	94	90
R136a1	15	15	1220.22	1220.22	0.73	9252.0	r136a1-slerp8bv2_v2	8B	R136a1/Slerp8Bv2	r136a1-slerp8bv2_v1	9830	33452	0.55	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv2	2024-06-25	0.79	0.95	5	5	55	116
dzhao1	16	16	1227.27	1227.27	0.72	5044.0	sao10k-l3-rp-v3-3_v9	8B	Sao10K/L3-RP-v3.3	sao10k-l3-rp-v3-3_v9	10311	3817665	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	Sao10K/L3-RP-v3.3	2024-07-01	0.95	0.62	8	8	18	200
Nitral-AI	17	3	1217.37	1238.66	0.73	8490.0	nitral-ai-hathor-l3-8b-v-02_v12	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17317	1081978	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	1.02	7	1	81	104
robert_irvine	18	3	1230.44	1238.66	0.71	5413.0	nitral-ai-hathor-l3-8b-v-01_v37	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v37	31623	1081978	0.57	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.03	0.38	13	1	16	271
c.gato	19	19	1198.09	1208.35	0.74	5964.0	cgato-thesalt-rp-l3-8b-d_7209_v3	8B	cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2	cgato-thesalt-rp-l3-8b-d_7209_v3	22762	626274	0.51	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-D	2024-07-04	0.29	1.73	45	45	349	35
nguyenzzz	20	20	1164.75	1164.75	0.77	8354.0	meseca-20062024-c1-dpo-1e_v2	8B	meseca/20062024-c1-dpo-1e	meseca-20062024-c1-dpo-1e_v2	14942	30221	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-1	2024-06-27	-0.48	3.03	273	273	698	5
Jellywibble	21	21	1152.80	1152.80	0.78	5334.0	jellywibble-nguy-alignme_4960_v1	8B	Jellywibble/nguy-alignment-regression-cp128	meseca-20062024-c1_v1	31528	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.75	3.49	303	303	729	2
PawanOsman	22	22	1226.32	1232.68	0.71	5567.0	pawankrd-cosmosrp_v35	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v35	33039	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	0.93	0.31	19	19	20	290
dzhao1	23	9	1208.39	1234.33	0.73	6597.0	chaiml-sao10k-l3-rp-v3-3_v3	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v3	13662	405853	0.55	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-03	0.52	1.06	15	4	200	96
PawanOsman	24	22	1205.94	1232.68	0.73	6425.0	pawankrd-cosmosrp_v36	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v36	37297	1713349	0.52	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-06	0.47	1.15	21	19	241	82
Jellywibble	25	25	1204.84	1204.84	0.73	7424.0	jellywibble-hathor-stabl_8901_v1	8B	Jellywibble/Hathor_Stable-v0.2-L3-8B	nitral-ai-hathor-l3-8b-v-01_v1	15675	43096	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/Hathor_Stabl	2024-07-03	0.44	1.16	26	26	252	81
Hastagaras	26	26	1215.54	1215.54	0.72	19901.0	hastagaras-ultimatej-8b-l3-br_v1	8B	Hastagaras/UltimateJ-8B-L3-BR	hastagaras-ultimatej-8b-l3-br_v1	15513	15513	0.57	0.57	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Hastagaras/UltimateJ-8B-	2024-06-25	0.69	0.70	12	12	103	179
c.gato	27	27	1204.93	1204.93	0.73	12623.0	cgato-thesalt-rp-l3-8b-v0-3-2_v9	8B	cgato/TheSalt-RP-L3-8b-v0.3.2	cgato-thesalt-rp-l3-8b-v0-3-2_v9	26206	119491	0.55	0.63	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-v	2024-06-19	0.44	1.12	27	27	249	86
Jellywibble	28	28	1203.54	1203.82	0.73	6368.0	jellywibble-qlora-120k-p_350_v2	8B	Jellywibble/qlora_120k_pref_data_ep1	nitral-ai-hathor-l3-8b-v-01_v1	13568	26921	0.52	0.52	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/qlora_120k_p	2024-07-03	0.41	1.17	35	35	276	79
Azazelle	29	29	1219.12	1219.84	0.72	5461.0	azazelle-l3-hecate-8b-v1-0_v2	8B	Azazelle/L3-Hecate-8B-v1.0	azazelle-l3-hecate-8b-v1-0_v1	31599	128217	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Azazelle/L3-Hecate-8B-v1	2024-07-05	0.77	0.50	16	16	62	234
PawanOsman	30	22	1232.06	1232.68	0.71	5670.0	pawankrd-cosmosrp_v34	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v34	32737	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	1.06	-0.06	75	19	15	429
Jellywibble	31	21	1150.31	1152.80	0.77	5324.0	jellywibble-nguy-alignme_5302_v1	8B	Jellywibble/nguy-alignment-regression-ep3	meseca-20062024-c1_v1	30095	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.81	3.42	312	303	732	4
nguyenzzz	32	32	1163.58	1163.58	0.76	7186.0	meseca-20062024-c1-dpo-2e_v2	8B	meseca/20062024-c1-dpo-2e	meseca-20062024-c1-dpo-2e_v2	13424	24698	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-2	2024-06-27	-0.51	2.84	282	282	704	8
Nitral-AI	33	3	1210.44	1238.66	0.72	12150.0	nitral-ai-hathor-l3-8b-v-02_v14	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	25571	1081978	0.51	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.57	0.84	20	1	176	143
PawanOsman	34	22	1223.32	1232.68	0.71	14566.0	pawankrd-cosmosrp_v24	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v24	30258	1713349	0.58	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-06-21	0.86	0.28	28	19	34	306
Nitral-AI	35	3	1217.44	1238.66	0.72	8230.0	nitral-ai-hathor-l3-8b-v-02_v11	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17654	1081978	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	0.52	18	1	79	226
Jellywibble	36	1	1233.52	1266.41	0.70	5966.0	jellywibble-lora-120k-pr_2827_v1	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	12653	285696	0.56	0.60	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-03	1.10	-0.19	102	17	13	480
R136a1	37	37	1214.27	1214.27	0.72	11654.0	r136a1-slerp8bv1_v1	8B	R136a1/Slerp8Bv1	r136a1-slerp8bv1_v1	24124	24124	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv1	2024-06-24	0.66	0.61	22	22	122	203
robert_irvine	38	38	1190.47	1199.63	0.74	6517.0	nousresearch-meta-llama_4941_v78	8B	NousResearch/Meta-Llama-3-8B-Instruct	nousresearch-meta-llama_4941_v78	13904	274135	0.53	0.53	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	16.0	512.0	64.0	LlamaForCausalLM	NousResearch/Meta-Llama-	2024-07-03	0.11	1.61	112	67	460	42
Nitral-AI	39	3	1216.49	1238.66	0.72	10531.0	nitral-ai-hathor-l3-8b-v-01_v9	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v01	21595	1081978	0.52	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.71	0.50	24	1	93	236
Nitral-AI	40	40	1214.50	1214.50	0.72	9792.0	nitral-ai-hathor-unstabl_1363_v2	8B	Nitral-AI/Hathor_Unstable-L3-8B-v0.3	nitral-ai-hathor-03_1363_v1	20473	70699	0.53	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor_Unstabl	2024-06-22	0.66	0.57	23	23	116	212