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LLMs as sleeper agent/trojan horse to act maliciously in secret. | 82 | 2024-01-12T22:07:30 | https://twitter.com/AnthropicAI/status/1745854907968880970 | Snoo_64233 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 19579dn | false | {'oembed': {'author_name': 'Anthropic', 'author_url': 'https://twitter.com/AnthropicAI', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">New Anthropic Paper: Sleeper Agents.<br><br>We trained LLMs to act secretly malicious. We found that, despite our best effor... | t3_19579dn | /r/LocalLLaMA/comments/19579dn/llms_as_sleeper_agenttrojan_horse_to_act/ | false | false | 82 | {'enabled': False, 'images': [{'id': '0E8Tc1flyRO_lXZEwg41VUtt_E3szcTKGKFYgQv5ZNA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/iudsX8Al75kKs1KQEkiDJXfEoWMYgoHV4l9jYeuov7k.jpg?width=108&crop=smart&auto=webp&s=6205d954502a91774f4f9da397b87b5ad5cfdc78', 'width': 108}], 'source': {'height': 78,... | ||
LLM integration in Unity! | 105 | Hi all!
We released [LLMUnity](https://github.com/undreamai/LLMUnity), an *open-source* package that allows to integrate **LLMs** **in** **Unity**!
https://preview.redd.it/ap9aejhjy2cc1.png?width=800&format=png&auto=webp&s=622929b567eccf872920f857cdff03b998ee6ae9
**Features**
* 💻 Cross-platform, supports Windows, ... | 2024-01-12T21:52:20 | https://www.reddit.com/r/LocalLLaMA/comments/1956wfe/llm_integration_in_unity/ | UndreamAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1956wfe | false | null | t3_1956wfe | /r/LocalLLaMA/comments/1956wfe/llm_integration_in_unity/ | false | false | 105 | null | |
Summarizing AI Lectures - Would You Find This Helpful? | 6 | Hey r/LocalLLaMA crew!
It's Adi. You've probably seen me posting and commenting here before. I'm toying with an idea and really need your input.
I'm planning to take AI lectures and related videos and turn them into easy-to-digest summaries. The goal is to make all that deep and dense information more accessible. Thi... | 2024-01-12T21:46:02 | https://www.reddit.com/r/LocalLLaMA/comments/1956r5v/summarizing_ai_lectures_would_you_find_this/ | phoneixAdi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1956r5v | false | null | t3_1956r5v | /r/LocalLLaMA/comments/1956r5v/summarizing_ai_lectures_would_you_find_this/ | false | false | self | 6 | null |
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM | 35 | 2024-01-12T21:21:11 | https://arxiv.org/abs/2401.02994 | Jahandar | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 19566f0 | false | null | t3_19566f0 | /r/LocalLLaMA/comments/19566f0/blending_is_all_you_need_cheaper_better/ | false | false | default | 35 | null | |
Running simple RAG application with Mixtral 8*7b in colab environment ? | 1 | [removed] | 2024-01-12T21:13:13 | https://www.reddit.com/r/LocalLLaMA/comments/1955zf0/running_simple_rag_application_with_mixtral_87b/ | TheAmendingMonk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1955zf0 | false | null | t3_1955zf0 | /r/LocalLLaMA/comments/1955zf0/running_simple_rag_application_with_mixtral_87b/ | false | false | self | 1 | null |
Meet DeepSeek LLMs: A Series of Open-Source AI Models Trained from Scratch on a Vast Dataset of 2 Trillion Tokens in both English and Chinese | 22 | With the quick advancements in **Artificial Intelligence**, Large Language Models (LLMs) are improving daily with every new research. These models perform self-supervised pre-training on large datasets, making them capable of performing exceptionally well in various tasks, including question answering, content generati... | 2024-01-12T21:12:08 | https://www.reddit.com/r/LocalLLaMA/comments/1955yhm/meet_deepseek_llms_a_series_of_opensource_ai/ | ai-lover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1955yhm | false | null | t3_1955yhm | /r/LocalLLaMA/comments/1955yhm/meet_deepseek_llms_a_series_of_opensource_ai/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'sxMclN90OnbEyAUp8jQE38my3mRi91vwu3ZX-Sfi8kY', 'resolutions': [{'height': 92, 'url': 'https://external-preview.redd.it/S9oAo89NQEVrXPR0x7rB0UcOr6_8UmFueUciJhs8aKk.jpg?width=108&crop=smart&auto=webp&s=e016b74a671e072cb7fe7cf418538e77bb601056', 'width': 108}, {'height': 184, 'url': 'h... |
What speech to text models do you use? | 1 | [removed] | 2024-01-12T20:45:42 | https://www.reddit.com/r/LocalLLaMA/comments/1955bo2/what_speech_to_text_models_do_you_use/ | ExpensiveField6675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1955bo2 | false | null | t3_1955bo2 | /r/LocalLLaMA/comments/1955bo2/what_speech_to_text_models_do_you_use/ | false | false | self | 1 | null |
Best LLM for M1 Max 64GB | 1 | [removed] | 2024-01-12T20:37:02 | https://www.reddit.com/r/LocalLLaMA/comments/19554ga/best_llm_for_m1_max_64gb/ | kcimc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19554ga | false | null | t3_19554ga | /r/LocalLLaMA/comments/19554ga/best_llm_for_m1_max_64gb/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'xp2z74MCi2ot9WZb5BRpBvTee8APb8V4Eo7k8FEgOaQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HBksglPUkrnNVR92kOY_Oh4aIxg7mMoy8lIWDTp9vWo.jpg?width=108&crop=smart&auto=webp&s=a4cf625ef0da8668729ed02be991844aa76f2ba1', 'width': 108}, {'height': 116, 'url': 'h... |
Possibility of V8 when doing hybrid precisions | 1 | when you do hybrid precision calculations, you can adopt intermediate calculating result for a 2(or3)-time hybrid precision at the same time. If it has a logic graph like this, can you adopt a Javascript v8 data management into multiple intermediate hybrid-precision calculations while making much more calculating power... | 2024-01-12T20:31:39 | https://www.reddit.com/r/LocalLLaMA/comments/1954zpy/possibility_of_v8_when_doing_hybrid_precisions/ | Hot-Highlight8842 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1954zpy | false | null | t3_1954zpy | /r/LocalLLaMA/comments/1954zpy/possibility_of_v8_when_doing_hybrid_precisions/ | false | false | self | 1 | null |
sparse fine-tuned Llama 2 7B to run on CPU only., | 18 | 2024-01-12T20:26:49 | https://nitter.net/_mwitiderrick/status/1744253836745719892#m | ninjasaid13 | nitter.net | 1970-01-01T00:00:00 | 0 | {} | 1954vjj | false | null | t3_1954vjj | /r/LocalLLaMA/comments/1954vjj/sparse_finetuned_llama_2_7b_to_run_on_cpu_only/ | false | false | default | 18 | null | |
Running Mixtral on an old Server | 1 | [removed] | 2024-01-12T20:21:59 | https://www.reddit.com/r/LocalLLaMA/comments/1954rg1/running_mixtral_on_an_old_server/ | clean_pegasus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1954rg1 | false | null | t3_1954rg1 | /r/LocalLLaMA/comments/1954rg1/running_mixtral_on_an_old_server/ | false | false | default | 1 | null |
Dolphin Mistral is inconstant with censorship? Anyone else have this issue? | 1 | [removed] | 2024-01-12T20:16:49 | https://www.reddit.com/r/LocalLLaMA/comments/1954n45/dolphin_mistral_is_inconstant_with_censorship/ | InternOld143 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1954n45 | false | null | t3_1954n45 | /r/LocalLLaMA/comments/1954n45/dolphin_mistral_is_inconstant_with_censorship/ | false | false | self | 1 | null |
AMD GPU on Linux/Windows - How to setup GPU acceleration for local LLM's ? | 1 | [removed] | 2024-01-12T20:08:09 | https://www.reddit.com/r/LocalLLaMA/comments/1954fpk/amd_gpu_on_linuxwindows_how_to_setup_gpu/ | Raposadd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1954fpk | false | null | t3_1954fpk | /r/LocalLLaMA/comments/1954fpk/amd_gpu_on_linuxwindows_how_to_setup_gpu/ | false | false | self | 1 | null |
Newbie question about VRAM usage | 1 | [removed] | 2024-01-12T19:30:23 | https://www.reddit.com/r/LocalLLaMA/comments/1953ifb/newbie_question_about_vram_usage/ | Fast-Figure-6020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1953ifb | false | null | t3_1953ifb | /r/LocalLLaMA/comments/1953ifb/newbie_question_about_vram_usage/ | false | false | self | 1 | null |
Fine Tuning Style into LLMs | 13 | A large frustration driving many to open LLM's is the terrible style of the corporate models. Prompting can only alleviate this so much and even API temp adjustments, etc are still insufficient. This is even worse when you're attempting to achieve a specific type of writing that is not well represented in the web or in... | 2024-01-12T18:48:26 | https://www.reddit.com/r/LocalLLaMA/comments/1952i5m/fine_tuning_style_into_llms/ | Baader-Meinhof | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1952i5m | false | null | t3_1952i5m | /r/LocalLLaMA/comments/1952i5m/fine_tuning_style_into_llms/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'gE9520tQHCFSYO79yGjGTPfJbmRLnaXXQKhMyjI-UWk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/V1b3g1wpK_J_YPomPqjxMAqfYQUolnH2CjI6SNQ4BkU.jpg?width=108&crop=smart&auto=webp&s=a5059c599ddde89562ecf57d0e29b1760689e66c', 'width': 108}, {'height': 116, 'url': 'h... |
Benchmark post | 7 | Hello,
I would like to make a benchmark post (since i couldn't find one) where you share your hardware, platform, model and config to compare it to other users performance or get some general info about how certain hardware will run LLM.
Here's my setup:
Hardware
CPU: i5-10400F
GPU: RTX 3060
RAM: 16... | 2024-01-12T18:44:10 | https://www.reddit.com/r/LocalLLaMA/comments/1952ejr/benchmark_post/ | PrzemChuck | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1952ejr | false | null | t3_1952ejr | /r/LocalLLaMA/comments/1952ejr/benchmark_post/ | false | false | self | 7 | null |
P40 with a 3060 12 gig results | 71 | Ok guys. I did it I finally pulled the trigger and got myself a p40. Originally I was running duel 3060 12 gigs but I’m a child and wanted more vram so I changed my set up to run 1 3060 and a p40. Unfortunately, I did lose some inference speed as I can only run GGUF models instead of exl2 models, however I can now run ... | 2024-01-12T18:36:06 | opi098514 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19527pi | false | null | t3_19527pi | /r/LocalLLaMA/comments/19527pi/p40_with_a_3060_12_gig_results/ | false | false | 71 | {'enabled': True, 'images': [{'id': '20dg66DN_FNQSxJyyDgOZavil8HuTe0llBTULw33s0w', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/n03rnuytz1cc1.jpeg?width=108&crop=smart&auto=webp&s=f3813e2dcc38ebe825e4d2be5cbc2e63b80fde66', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/n03rnuytz1cc1.j... | ||
MoE expert logging? | 2 | I'm building my clown car of expert using https://github.com/cg123/mergekit/tree/mixtral and well that part was super easy, pack four model in a yaml and go.
What I wanted to know which model contributed to which token in what percentage to fix positive and negative embedding prompts before trying a dpo tune of the wh... | 2024-01-12T18:35:07 | https://www.reddit.com/r/LocalLLaMA/comments/19526tf/moe_expert_logging/ | LoSboccacc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19526tf | false | null | t3_19526tf | /r/LocalLLaMA/comments/19526tf/moe_expert_logging/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'yt7QUxKAjX3ZUEIULNfqJsEmLzQIcLAyEVp5pPRYiaE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0tFTdV3YHd95mFctt9wCVvhbE92JWWSO2A-PC0M0tQA.jpg?width=108&crop=smart&auto=webp&s=eb90cfad3a83bb33a1fde09ac4395317e19364bc', 'width': 108}, {'height': 108, 'url': 'h... |
[Proprietary model] Learning human actions on computer applications | 5 | 2024-01-12T17:37:58 | https://www.rabbit.tech/research | dave1010 | rabbit.tech | 1970-01-01T00:00:00 | 0 | {} | 1950t6b | false | null | t3_1950t6b | /r/LocalLLaMA/comments/1950t6b/proprietary_model_learning_human_actions_on/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'sjOEHosENQEYjg8ogXIixIRAFbzSR9Ld61iIDkMHs1o', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/IgKPpgf9SOorO68WGyn257UpHbQMy5J70sJtSPnSxFo.jpg?width=108&crop=smart&auto=webp&s=d6a7124550f2f7c7956d08a088f67d00f27da686', 'width': 108}, {'height': 113, 'url': 'h... | ||
Mixtral-8x7B and Mixtral-8x7B-Instruct - size and cache size on harddrive | 1 | [removed] | 2024-01-12T17:33:37 | https://www.reddit.com/r/LocalLLaMA/comments/1950pdx/mixtral8x7b_and_mixtral8x7binstruct_size_and/ | Ryselle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1950pdx | false | null | t3_1950pdx | /r/LocalLLaMA/comments/1950pdx/mixtral8x7b_and_mixtral8x7binstruct_size_and/ | false | false | self | 1 | null |
why is my t/s is really slow? | 1 | [removed] | 2024-01-12T17:26:11 | https://www.reddit.com/r/LocalLLaMA/comments/1950it4/why_is_my_ts_is_really_slow/ | Kekuwi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1950it4 | false | null | t3_1950it4 | /r/LocalLLaMA/comments/1950it4/why_is_my_ts_is_really_slow/ | false | false | self | 1 | null |
How to fine tune pre trained gguf llm locally on windows using a single gpu for a specific task? | 1 | [removed] | 2024-01-12T17:17:45 | https://www.reddit.com/r/LocalLLaMA/comments/1950bkn/how_to_fine_tune_pre_trained_gguf_llm_locally_on/ | unkn0wnS0ul2day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1950bkn | false | null | t3_1950bkn | /r/LocalLLaMA/comments/1950bkn/how_to_fine_tune_pre_trained_gguf_llm_locally_on/ | false | false | self | 1 | null |
Actor Critic Flow for Open Chat 3.5 | 1 |
Model : OpenChat-3.5-0106
Task: Write a post about language model self evaluating and improving
Flow:
\- Execute task
\- Create Eval Criterion
\- Evaluate Task with criterion
\- Improve post with Evaluation
https://reddit.com/link/1950204/video/kpasoscwj1cc1/player | 2024-01-12T17:06:55 | https://www.reddit.com/r/LocalLLaMA/comments/1950204/actor_critic_flow_for_open_chat_35/ | AdventurousSwim1312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1950204 | false | null | t3_1950204 | /r/LocalLLaMA/comments/1950204/actor_critic_flow_for_open_chat_35/ | false | false | self | 1 | null |
Merge HF with LoRA | 1 | [removed] | 2024-01-12T17:03:58 | https://www.reddit.com/r/LocalLLaMA/comments/194zzcm/merge_hf_with_lora/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194zzcm | false | null | t3_194zzcm | /r/LocalLLaMA/comments/194zzcm/merge_hf_with_lora/ | false | false | self | 1 | null |
Instant Frankenmerges with ExllamaV2 | 103 | I really like the output of Goliath120b, but it barely fits on my 2x 4090s!
So, based on the amazing work of u/[**ReturningTarzan**](https://www.reddit.com/user/ReturningTarzan/), the developer of Exllama, I have patched in the ability to instantly create Frankenmerges, using way less VRAM. i.e. You can instantly re... | 2024-01-12T17:01:28 | https://www.reddit.com/r/LocalLLaMA/comments/194zwyc/instant_frankenmerges_with_exllamav2/ | Reddactor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194zwyc | false | null | t3_194zwyc | /r/LocalLLaMA/comments/194zwyc/instant_frankenmerges_with_exllamav2/ | false | false | self | 103 | {'enabled': False, 'images': [{'id': 'WdEymzJ5XvsMhVXh_rsVXcqDoIM2M_yaTuLfC35cvD8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/LwWofVqtwmqxpAOx-Xt0csd7l1cZln0ywOIr6R-aHhg.jpg?width=108&crop=smart&auto=webp&s=dfda8fac3d127e846beef51d9848f5a21f18d022', 'width': 108}, {'height': 116, 'url': 'h... |
Which free model is currently the most accurate? | 1 | [removed] | 2024-01-12T16:44:54 | https://www.reddit.com/r/LocalLLaMA/comments/194zi8s/which_free_model_is_currently_the_most_accurate/ | 615wonky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194zi8s | false | null | t3_194zi8s | /r/LocalLLaMA/comments/194zi8s/which_free_model_is_currently_the_most_accurate/ | false | false | self | 1 | null |
Strategies for Personal Assistant "Function Calling"? | 22 | I want to discuss strategies for function calling to see if there are clever ways to have an LLM act like a human assistant.
I'm wondering if other people are thinking about this problem, and if there are good strategies for getting this to work. I'd love for it to work on the smallest models like phi2, but that seems... | 2024-01-12T16:34:43 | https://www.reddit.com/r/LocalLLaMA/comments/194z9l6/strategies_for_personal_assistant_function_calling/ | AndrewVeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194z9l6 | false | null | t3_194z9l6 | /r/LocalLLaMA/comments/194z9l6/strategies_for_personal_assistant_function_calling/ | false | false | self | 22 | null |
Trying to understand the ViTDet paper | 1 | [removed] | 2024-01-12T16:22:07 | https://www.reddit.com/r/LocalLLaMA/comments/194yyyu/trying_to_understand_the_vitdet_paper/ | rem_dreamer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194yyyu | false | null | t3_194yyyu | /r/LocalLLaMA/comments/194yyyu/trying_to_understand_the_vitdet_paper/ | false | false | self | 1 | null |
Self Improvement Flow in rivet | 1 | Model : OpenChat-3.5-0106
Task: Write a linkedin post about language model self evaluating and improving
Flow:
\- Execute task
\- Create Eval Criterion
\- Evaluate Task with criterion
\- Improve post with Evaluation
​
https://reddit.com/link/194ytei/video/mn9nk9apa1cc1/player | 2024-01-12T16:15:24 | https://www.reddit.com/r/LocalLLaMA/comments/194ytei/self_improvement_flow_in_rivet/ | AdventurousSwim1312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194ytei | false | null | t3_194ytei | /r/LocalLLaMA/comments/194ytei/self_improvement_flow_in_rivet/ | false | false | self | 1 | null |
What are K, Q, V? | 1 | [removed] | 2024-01-12T15:51:59 | https://www.reddit.com/r/LocalLLaMA/comments/194y9q2/what_are_k_q_v/ | TR_Alencar | self.LocalLLaMA | 2024-01-12T18:39:43 | 0 | {} | 194y9q2 | false | null | t3_194y9q2 | /r/LocalLLaMA/comments/194y9q2/what_are_k_q_v/ | false | false | default | 1 | null |
Has anyone had success using or finetuning local LLMs for text/entity extraction? | 1 | [removed] | 2024-01-12T15:17:28 | https://www.reddit.com/r/LocalLLaMA/comments/194xgok/has_anyone_had_success_using_or_finetuning_local/ | longomel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194xgok | false | null | t3_194xgok | /r/LocalLLaMA/comments/194xgok/has_anyone_had_success_using_or_finetuning_local/ | false | false | self | 1 | null |
Inference parameters presets | 1 | [removed] | 2024-01-12T15:16:42 | https://www.reddit.com/r/LocalLLaMA/comments/194xg02/inference_parameters_presets/ | Deadlibor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194xg02 | false | null | t3_194xg02 | /r/LocalLLaMA/comments/194xg02/inference_parameters_presets/ | false | false | self | 1 | null |
LLM Model trained on real human conversation? | 1 | [removed] | 2024-01-12T14:55:31 | https://www.reddit.com/r/LocalLLaMA/comments/194wye7/llm_model_trained_on_real_human_conversation/ | One_Appointment_6035 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194wye7 | false | null | t3_194wye7 | /r/LocalLLaMA/comments/194wye7/llm_model_trained_on_real_human_conversation/ | false | false | self | 1 | null |
Open source models and function calling | 1 | [removed] | 2024-01-12T14:52:17 | https://www.reddit.com/r/LocalLLaMA/comments/194wvre/open_source_models_and_function_calling/ | Life_Inspection4454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194wvre | false | null | t3_194wvre | /r/LocalLLaMA/comments/194wvre/open_source_models_and_function_calling/ | false | false | self | 1 | null |
Dolphin-2.6-mistral-7b cuts sentences | 1 | [removed] | 2024-01-12T14:41:39 | https://www.reddit.com/r/LocalLLaMA/comments/194wnab/dolphin26mistral7b_cuts_sentences/ | N30NS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194wnab | false | null | t3_194wnab | /r/LocalLLaMA/comments/194wnab/dolphin26mistral7b_cuts_sentences/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'byoRTGpNkyzyVSsWzk4kpfmckCd3Fz8IpR_WTffynYQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Lrea-hV3sRPlNkWZAFQMme8uojz2KOQoTdXpLY6Fg_8.jpg?width=108&crop=smart&auto=webp&s=439025bde4a6e0156b108b6f178521f6085ac8d8', 'width': 108}, {'height': 116, 'url': 'h... |
How does quantized GGUF model filesize relate to its VRAM usage? | 10 | TheBloke's tables on each quantized model card on HuggingFace list two relevant fields, there's "Size" and "Max RAM required". How can I tell which of the numbers applies to my hardware? For CPU-based inference, I can look directly at "Max RAM required" and that's likely what it is, optionally I can offload some layers... | 2024-01-12T14:14:31 | https://www.reddit.com/r/LocalLLaMA/comments/194w1u4/how_does_quantized_gguf_model_filesize_relate_to/ | Nindaleth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194w1u4 | false | null | t3_194w1u4 | /r/LocalLLaMA/comments/194w1u4/how_does_quantized_gguf_model_filesize_relate_to/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'TXZB8LzBO328yjMEo8ncCVxlkXxMwwl2P8OimtCBqio', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oHkUqVx48SI8OqtJWh0UriEzJI42W-4fHL0Hl6XpniE.jpg?width=108&crop=smart&auto=webp&s=473fb9118f02753878f6bb744bfa4416c6f32cf4', 'width': 108}, {'height': 116, 'url': 'h... |
how to integrate rag and finetuning with webui and ollama | 3 | I built a small POC with the ollama webui and ollama and works great so now want to enrich the experience by adding chromadb, I have an idea how to eat my emails and other company docs and store in chroma but then need a way to query it, do I add a flask app to my langchain and point the webui there instead?
​ | 2024-01-12T13:59:29 | https://www.reddit.com/r/LocalLLaMA/comments/194vplq/how_to_integrate_rag_and_finetuning_with_webui/ | rUbberDucky1984 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194vplq | false | null | t3_194vplq | /r/LocalLLaMA/comments/194vplq/how_to_integrate_rag_and_finetuning_with_webui/ | false | false | self | 3 | null |
Local "tools" or "agents" for local LLM? | 1 | [removed] | 2024-01-12T13:56:23 | https://www.reddit.com/r/LocalLLaMA/comments/194vn7y/local_tools_or_agents_for_local_llm/ | sixteenpoundblanket | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194vn7y | false | null | t3_194vn7y | /r/LocalLLaMA/comments/194vn7y/local_tools_or_agents_for_local_llm/ | false | false | self | 1 | null |
What technology do websites like magnific.ai, photoai.com, and others use? | 1 | [removed] | 2024-01-12T13:47:26 | https://www.reddit.com/r/LocalLLaMA/comments/194vgb6/what_technology_do_websites_like_magnificai/ | anommm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194vgb6 | false | null | t3_194vgb6 | /r/LocalLLaMA/comments/194vgb6/what_technology_do_websites_like_magnificai/ | false | false | self | 1 | null |
How to prepare training data for different training techniques and models | 1 | [removed] | 2024-01-12T13:32:16 | https://www.reddit.com/r/LocalLLaMA/comments/194v4xi/how_to_prepare_training_data_for_different/ | bu-hn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194v4xi | false | null | t3_194v4xi | /r/LocalLLaMA/comments/194v4xi/how_to_prepare_training_data_for_different/ | false | false | self | 1 | null |
Recent DPO datasets overview | 128 | As the Machine Learning Librarian at Hugging Face, I keep a close eye on new datasets being shared on the Hugging Face Hub. I thought it might be interesting to occasionally do a short round-up of new datasets relevant to training chat models.
Direct Preference Optimization (DPO) is becoming a popular way to align mod... | 2024-01-12T13:31:37 | https://www.reddit.com/r/LocalLLaMA/comments/194v4h6/recent_dpo_datasets_overview/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194v4h6 | false | null | t3_194v4h6 | /r/LocalLLaMA/comments/194v4h6/recent_dpo_datasets_overview/ | false | false | self | 128 | {'enabled': False, 'images': [{'id': 'UsE1otUgLnWK-qPGR482VolYyhjZQGEa3Pc2cxoAtYY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/l6ffJ5XNqnJBddR4vUrD5sQDvvX6_Ozue38ysKZBGo4.jpg?width=108&crop=smart&auto=webp&s=ce940d653d65f775e3f3b25679bc9398aea0a797', 'width': 108}, {'height': 116, 'url': 'h... |
mistralai/Mistral-7B-v0.1 OOMs after some training iterations | 1 | [removed] | 2024-01-12T13:22:54 | https://www.reddit.com/r/LocalLLaMA/comments/194uy3v/mistralaimistral7bv01_ooms_after_some_training/ | d0cmorris | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194uy3v | false | null | t3_194uy3v | /r/LocalLLaMA/comments/194uy3v/mistralaimistral7bv01_ooms_after_some_training/ | false | false | self | 1 | null |
Me Getting Fed Up Trying to Objectively Optimize llama-cpp-python Params (untested) | 1 | [removed] | 2024-01-12T13:17:05 | https://www.reddit.com/r/LocalLLaMA/comments/194utuc/me_getting_fed_up_trying_to_objectively_optimize/ | Upset_Acanthaceae_18 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194utuc | false | null | t3_194utuc | /r/LocalLLaMA/comments/194utuc/me_getting_fed_up_trying_to_objectively_optimize/ | false | false | self | 1 | null |
Locally-hosted proxy to route to 100 LLMs (open source) | 10 | 2024-01-12T12:57:45 | https://github.com/portkey-ai/gateway | EscapedLaughter | github.com | 1970-01-01T00:00:00 | 0 | {} | 194ufph | false | null | t3_194ufph | /r/LocalLLaMA/comments/194ufph/locallyhosted_proxy_to_route_to_100_llms_open/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'V8ghh_dCBwTlNY8OrPjgpanKD1GJXZ-7jQWJAM0F3Gg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vrQ98WHCObyIKaUSsC_cjzHZfMprk1y9ugKJTbGEQhc.jpg?width=108&crop=smart&auto=webp&s=b64a3d843d65cf578e6771c485585d4a6e0961a2', 'width': 108}, {'height': 108, 'url': 'h... | ||
What is my setup capable of? | 1 | [removed] | 2024-01-12T12:11:15 | https://www.reddit.com/r/LocalLLaMA/comments/194tlpd/what_is_my_setup_capable_of/ | _w0n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194tlpd | false | null | t3_194tlpd | /r/LocalLLaMA/comments/194tlpd/what_is_my_setup_capable_of/ | false | false | self | 1 | null |
Fine tune LLM | 1 | Where is the best place to fine tune LLM like T5 or bert is Vast.ai or colab pro or azure? | 2024-01-12T11:26:52 | https://www.reddit.com/r/LocalLLaMA/comments/194suv6/fine_tune_llm/ | Possible_Ad2737 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194suv6 | false | null | t3_194suv6 | /r/LocalLLaMA/comments/194suv6/fine_tune_llm/ | false | false | self | 1 | null |
Relationship between Ising Models and Transformers architecture explained | 1 | [removed] | 2024-01-12T11:26:08 | https://www.reddit.com/r/LocalLLaMA/comments/194sufi/relationship_between_ising_models_and/ | Easy_Butterfly2125 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194sufi | false | null | t3_194sufi | /r/LocalLLaMA/comments/194sufi/relationship_between_ising_models_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RHnCcbMeYb3ZABdzjJdOzVrGtVNSupTR6F5yN5Gd7W8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/J5IJPpZESqinyC3XB0yS5jEi-IUDX0yL7fIhaWv3HaE.jpg?width=108&crop=smart&auto=webp&s=66e14847add9fd890f17aef773b9e26a751b5ae7', 'width': 108}, {'height': 162, 'url': 'h... |
Ai accelerator hardware is slowly becoming available | 86 | https://tenstorrent.com/cards/
Tenstorrent's grayskull series of AI Accelerator cards have become available. I'm a bit disappointed by their memory, 8GB lpddr4 at about 100GB/s running at 200W. Pcie.
Not particularly amazing for llama, but it might be great for whisper (which they mark as officially supported)
https... | 2024-01-12T10:55:40 | https://www.reddit.com/r/LocalLLaMA/comments/194scwv/ai_accelerator_hardware_is_slowly_becoming/ | Combinatorilliance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194scwv | false | null | t3_194scwv | /r/LocalLLaMA/comments/194scwv/ai_accelerator_hardware_is_slowly_becoming/ | false | false | self | 86 | null |
Does vllm only work with CUDA 12.1 now ? | 1 | [removed] | 2024-01-12T10:39:06 | https://www.reddit.com/r/LocalLLaMA/comments/194s43j/does_vllm_only_work_with_cuda_121_now/ | KarmaCut132 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194s43j | false | null | t3_194s43j | /r/LocalLLaMA/comments/194s43j/does_vllm_only_work_with_cuda_121_now/ | false | false | self | 1 | null |
Inference Speed Benchmark | 18 | Just did a small inference speed benchmark with several deployment frameworks, here are the results:
Setup : Ryzen 9 3950X, 128go DDR4 3600, RTX 3090 24Go
Frameworks: ExllamaV2, VLLM, Aphrodite Engine, AutoAWQ
OS: Windows, WSL
Model: Openchat-3.5-0106
Quantizations: exl2-3.0bpw, exl2-4.0bpw, GPTQ-128-4, AWQ
Task:... | 2024-01-12T10:09:23 | https://www.reddit.com/r/LocalLLaMA/comments/194ro84/inference_speed_benchmark/ | AdventurousSwim1312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194ro84 | false | null | t3_194ro84 | /r/LocalLLaMA/comments/194ro84/inference_speed_benchmark/ | false | false | 18 | null | |
Mistral is so smart! (Andrew Ng aka Andrew Karpathy) | 1 | 2024-01-12T10:07:49 | Chance_Confection_37 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 194rnfi | false | null | t3_194rnfi | /r/LocalLLaMA/comments/194rnfi/mistral_is_so_smart_andrew_ng_aka_andrew_karpathy/ | false | false | 1 | {'enabled': True, 'images': [{'id': '2QT7buX4DGTL9zVG0gTPNjqt1a2mtgNFtPMHqC_7bKM', 'resolutions': [{'height': 33, 'url': 'https://preview.redd.it/1szt82ksgzbc1.png?width=108&crop=smart&auto=webp&s=af30c6539b0d8803ef5510c9dd762fa4010200f2', 'width': 108}, {'height': 67, 'url': 'https://preview.redd.it/1szt82ksgzbc1.png?... | |||
Looking for a light ai to create Scripts for therapy using the techniques and methods taught in my book | 1 | I want the ai to kind of study my book and to be able to create a personalized script to later be used in therapy. All using the steps and techniques already described in the book | 2024-01-12T09:16:12 | https://www.reddit.com/r/LocalLLaMA/comments/194qwlp/looking_for_a_light_ai_to_create_scripts_for/ | Busy_Strawberry8392 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194qwlp | false | null | t3_194qwlp | /r/LocalLLaMA/comments/194qwlp/looking_for_a_light_ai_to_create_scripts_for/ | false | false | self | 1 | null |
Are children’s riddles really a good way to evaluate LLMs? | 48 | I asked Mistral 7B, Mixtral 8x7B, and GPT-4 the ‘bus driver’ riddle, which I copy-pasted from riddles.com since I’m lazy. I asked it the color of the bus driver’s eyes.. but I also tried asking it how many people were on the bus, which means doing math. ‘’’ You are the bus driver. At the 1st stop of the day, 8 people ... | 2024-01-12T08:12:13 | https://www.reddit.com/r/LocalLLaMA/comments/194pzcg/are_childrens_riddles_really_a_good_way_to/ | gunbladezero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194pzcg | false | null | t3_194pzcg | /r/LocalLLaMA/comments/194pzcg/are_childrens_riddles_really_a_good_way_to/ | false | false | self | 48 | null |
Introducing LlamaEdge — lightweight & portable LLM tools for your local, edge & server devices. | 20 | 2024-01-12T07:10:57 | https://twitter.com/realwasmedge/status/1745549024969801908 | Melinda_McCartney | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 194p1rv | false | {'oembed': {'author_name': 'wasmedge', 'author_url': 'https://twitter.com/realwasmedge', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Introducing LlamaEdge — lightweight & portable LLM tools for your local, edge & server devices. <a href="https://t.c... | t3_194p1rv | /r/LocalLLaMA/comments/194p1rv/introducing_llamaedge_lightweight_portable_llm/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'bxpzc1Uv-PXhaMaNpl4mgJQ1IbW3OzfYT_0tdYShbWg', 'resolutions': [{'height': 109, 'url': 'https://external-preview.redd.it/lpXl_-d6fjeeexZHTvUEl6CVUumsZkWsUOZz8ewle8I.jpg?width=108&crop=smart&auto=webp&s=050829f689635b42e2c71722b1ab0096c55e86ad', 'width': 108}, {'height': 219, 'url': '... | ||
Given the rapid pace of progress, how far are we until local models approach gpt4? Can local models ever be equivalent? | 102 | The models you can run today on a few hundred to a thousand dollars are orders of magnitude better than anything I thought we could ever run locally. They also appear to be advancing pretty rapidly. Those more educated on the tech, is there any indication on how far we are from actually reaching gpt-4 equiveillance?
... | 2024-01-12T07:08:04 | https://www.reddit.com/r/LocalLLaMA/comments/194p03w/given_the_rapid_pace_of_progress_how_far_are_we/ | TopRecognition9302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194p03w | false | null | t3_194p03w | /r/LocalLLaMA/comments/194p03w/given_the_rapid_pace_of_progress_how_far_are_we/ | false | false | self | 102 | null |
Any opinions on this new LLM serving platform? | 1 | [https://suite.friendli.ai](https://suite.friendli.ai)
https://preview.redd.it/1pokjzwajybc1.png?width=1269&format=png&auto=webp&s=29c94e6cf1c2b8f94823c19e598441ac598d7652 | 2024-01-12T06:58:28 | https://www.reddit.com/r/LocalLLaMA/comments/194ougu/any_opinions_on_this_new_llm_serving_platform/ | Antique_Battle_4337 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194ougu | false | null | t3_194ougu | /r/LocalLLaMA/comments/194ougu/any_opinions_on_this_new_llm_serving_platform/ | false | false | 1 | null | |
Any opinions on this new LLM serving platform? | 2 | 2024-01-12T06:55:50 | https://suite.friendli.ai | Antique_Battle_4337 | suite.friendli.ai | 1970-01-01T00:00:00 | 0 | {} | 194ot3i | false | null | t3_194ot3i | /r/LocalLLaMA/comments/194ot3i/any_opinions_on_this_new_llm_serving_platform/ | false | false | default | 2 | null | |
Can anyone explain the Mamba space state model to a total noob? | 1 | [removed] | 2024-01-12T06:50:58 | https://www.reddit.com/r/LocalLLaMA/comments/194oqda/can_anyone_explain_the_mamba_space_state_model_to/ | Fun_Cat3671 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194oqda | false | null | t3_194oqda | /r/LocalLLaMA/comments/194oqda/can_anyone_explain_the_mamba_space_state_model_to/ | false | false | default | 1 | null |
I haven't laughed this hard at a LLM response yet. mixtral-8x7b | 110 | One of my personal LLM IQ test-questions:
So far only chatGPT4-0613 answered it correctly.
https://preview.redd.it/3jxndmb62ybc1.png?width=666&format=png&auto=webp&s=d92a683d8c19e292ead53900ba6c1cdb996703e6
https://preview.redd.it/je4q89j72ybc1.png?width=682&format=png&auto=webp&s=4af22a7672a01ad061eb3c2daed... | 2024-01-12T05:26:11 | https://www.reddit.com/r/LocalLLaMA/comments/194n9sa/i_havent_laughed_this_hard_at_a_llm_response_yet/ | hirokoteru | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194n9sa | false | null | t3_194n9sa | /r/LocalLLaMA/comments/194n9sa/i_havent_laughed_this_hard_at_a_llm_response_yet/ | false | false | 110 | null | |
P40s, above 4g decoding and resizable BAR? | 1 | [removed] | 2024-01-12T05:19:27 | https://www.reddit.com/r/LocalLLaMA/comments/194n5fe/p40s_above_4g_decoding_and_resizable_bar/ | jorn449 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194n5fe | false | null | t3_194n5fe | /r/LocalLLaMA/comments/194n5fe/p40s_above_4g_decoding_and_resizable_bar/ | false | false | self | 1 | null |
CPoly: Moe-LoRA for multi-task transfer instruction Tuning | 13 | I would like to introduce our work on MOE instruction Tuning for LLM. [https://arxiv.org/abs/2312.03248](https://arxiv.org/abs/2312.03248)。
This PEFT fine-tuning framework has been adapted to work efficiently with major base models such as LLama2, GLM, T5, enabling high-performance multi-task SFT. It's widely applied... | 2024-01-12T04:52:49 | https://www.reddit.com/r/LocalLLaMA/comments/194mns0/cpoly_moelora_for_multitask_transfer_instruction/ | Fine_Code4023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194mns0 | false | null | t3_194mns0 | /r/LocalLLaMA/comments/194mns0/cpoly_moelora_for_multitask_transfer_instruction/ | false | false | self | 13 | null |
Self-Extend works for Phi-2 now. Looks good | 1 | This is our first post in this sub! Thank you for everyone's interests in our Self-Extend in these days.
We just finished the test of Self-Extend on Phi-2. The 2.7B Phi-2 model surpasses our expectations! Utilizing our Self-Extend method, we've successfully expanded Phi-2's window length from 2k to 8k. This enhancem... | 2024-01-12T04:50:56 | https://www.reddit.com/r/LocalLLaMA/comments/194mmki/selfextend_works_for_phi2_now_looks_good/ | Asleep-Agency3023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194mmki | false | null | t3_194mmki | /r/LocalLLaMA/comments/194mmki/selfextend_works_for_phi2_now_looks_good/ | false | false | 1 | {'enabled': False, 'images': [{'id': '9pBq140IUZ3vmhg8n6zAOOS0SB_qdsbJTTTfrvvZDuk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/B3-ocwIWHYbM7Uen0WV0pZttNEYUp1W5Hb0HrggWA_0.jpg?width=108&crop=smart&auto=webp&s=060a2d902e890439b3c68b8ac25fc4fc8a6b4adf', 'width': 108}, {'height': 108, 'url': 'h... | |
In 2024, what is the best tool/framework for creating synthetic data that can then be used to fine-tune with? | 21 | What is the best tool/framework for creating synthetic data (where it's easy to specify what type of synthetic data you want or at least made easier to specific a format to follow with all of the synthetic data) that can then be useful for fine-tuning?
​
And if there's something that combines the generating s... | 2024-01-12T04:17:01 | https://www.reddit.com/r/LocalLLaMA/comments/194m01m/in_2024_what_is_the_best_toolframework_for/ | SnooCrickets9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194m01m | false | null | t3_194m01m | /r/LocalLLaMA/comments/194m01m/in_2024_what_is_the_best_toolframework_for/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'mCf-gvgLGIf97C4Q5Pay7BZQzUkl4WPZs5p9Ug1Hclk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/RigZZifec40luNenyE_Akjp1nwDkgYM3PY2sXKQiR9U.jpg?width=108&crop=smart&auto=webp&s=6f77c5c3077d3728cfb79ff9339119fb5fd7b59d', 'width': 108}, {'height': 113, 'url': 'h... |
CPU use for local llms | 1 | [removed] | 2024-01-12T04:02:14 | https://www.reddit.com/r/LocalLLaMA/comments/194lq1a/cpu_use_for_local_llms/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194lq1a | false | null | t3_194lq1a | /r/LocalLLaMA/comments/194lq1a/cpu_use_for_local_llms/ | false | false | self | 1 | null |
OpenAI working on adaptive compute per token | 12 | This and other things mentioned in Bill Gates' podcast with Sam Altman
https://youtu.be/PkXELH6Y2lM?si=48_K_EVcuea5DCND
6:00 | 2024-01-12T03:13:42 | https://www.reddit.com/r/LocalLLaMA/comments/194kt1o/openai_working_on_adaptive_compute_per_token/ | LiquidGunay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194kt1o | false | null | t3_194kt1o | /r/LocalLLaMA/comments/194kt1o/openai_working_on_adaptive_compute_per_token/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'kVOy95iuNz8A9yrgTlosFOGjUbTsXj5zF24ZNdcUSfk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/rpfehmT3WGVbHfnpih6Xu0kiRGinCVDOV3_X6yk_LHw.jpg?width=108&crop=smart&auto=webp&s=ba895b0b6728650d40dc80aa9ff47bb2c1b52821', 'width': 108}, {'height': 162, 'url': 'h... |
LLM Wiki - My GitHub page for collecting knowledge to help beginners into world of local LLMs. | 1 | [removed] | 2024-01-12T03:01:59 | https://www.reddit.com/r/LocalLLaMA/comments/194kksa/llm_wiki_my_github_page_for_collecting_knowledge/ | Arcturus17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194kksa | false | null | t3_194kksa | /r/LocalLLaMA/comments/194kksa/llm_wiki_my_github_page_for_collecting_knowledge/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'L39dCTMIN9iu3UcmHZjzkzrDXiwQvoccasRvaJXSUBs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/y6C6At5gSejQPA_qEiMvxdPq09clM2uxEL-qsxmtwlc.jpg?width=108&crop=smart&auto=webp&s=f0936efe13b940dca6a0faf3f526fd7f6494c0c7', 'width': 108}, {'height': 108, 'url': 'h... |
Which LLMs are competitors of Llama and are not derive from it? | 1 | [removed] | 2024-01-12T02:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/194kfq5/which_llms_are_competitors_of_llama_and_are_not/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194kfq5 | false | null | t3_194kfq5 | /r/LocalLLaMA/comments/194kfq5/which_llms_are_competitors_of_llama_and_are_not/ | false | false | self | 1 | null |
Looking for a collaborator for a text-to-video web app (~70% of it is complete) | 1 | Basically I developed a web app that allows you to create a video from a text prompt that can be up to even 15/20 minutes long (in under a minute). I got a lot of the functionality created myself but I need someone that can help polish things up and ideally help me with the database/user authentication and a few other ... | 2024-01-12T02:51:49 | https://www.reddit.com/r/LocalLLaMA/comments/194kdgs/looking_for_a_collaborator_for_a_texttovideo_web/ | cobalt1137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194kdgs | false | null | t3_194kdgs | /r/LocalLLaMA/comments/194kdgs/looking_for_a_collaborator_for_a_texttovideo_web/ | false | false | self | 1 | null |
LLM Wiki - My GitHub page collecting general LLM knowledge for beginners. It's always under construction - please feel free to suggest edits, additions, or even help add to the knowledge base! | 1 | 2024-01-12T02:33:12 | https://github.com/JakeSSRN/LLM-Wiki/tree/main | Arcturus17 | github.com | 1970-01-01T00:00:00 | 0 | {} | 194jzsm | false | null | t3_194jzsm | /r/LocalLLaMA/comments/194jzsm/llm_wiki_my_github_page_collecting_general_llm/ | false | false | default | 1 | null | |
Efficient LLM inference solution on Intel GPU | 18 | 2024-01-12T02:23:14 | https://arxiv.org/abs/2401.05391 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 194jsgo | false | null | t3_194jsgo | /r/LocalLLaMA/comments/194jsgo/efficient_llm_inference_solution_on_intel_gpu/ | false | false | default | 18 | null | |
Just bought a A6000 need advice | 1 | I just bought the 48gb A6000 it comes in a week or so. I have 128gb system ram. Can I run Goliath 120b on this? | 2024-01-12T02:10:48 | https://www.reddit.com/r/LocalLLaMA/comments/194jj0v/just_bought_a_a6000_need_advice/ | TheHobbyistHacker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194jj0v | false | null | t3_194jj0v | /r/LocalLLaMA/comments/194jj0v/just_bought_a_a6000_need_advice/ | false | false | self | 1 | null |
2024 C++ Programming : Beginners to Advanced for Developers | 1 | [removed] | 2024-01-12T01:52:27 | https://www.reddit.com/r/LocalLLaMA/comments/194j4z3/2024_c_programming_beginners_to_advanced_for/ | pkravi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194j4z3 | false | null | t3_194j4z3 | /r/LocalLLaMA/comments/194j4z3/2024_c_programming_beginners_to_advanced_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'JRgDgP-KZqEtVR5cBHpmYEiB8tA4qKvo8q5iJslSxSY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/qnDhHyf2fWa-f9_L_U5BfAJR3PgMwxcK1sZKaiYdZow.jpg?width=108&crop=smart&auto=webp&s=2ca666e7ac0fa14fb922cd111db03d0ba6e1d4eb', 'width': 108}, {'height': 121, 'url': 'h... |
How to download and use safetensors models? | 1 | [removed] | 2024-01-12T01:50:23 | https://www.reddit.com/r/LocalLLaMA/comments/194j3g8/how_to_download_and_use_safetensors_models/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194j3g8 | false | null | t3_194j3g8 | /r/LocalLLaMA/comments/194j3g8/how_to_download_and_use_safetensors_models/ | false | false | self | 1 | null |
What should my setup be with a 4070 ti? | 1 | I’d like a model that works well with data. I had my whole genome sequenced and learning how to understand it is a messy process. GPT-4 has been an invaluable tool, but I need something that I can interact with privately, so I can feed it real data. Coding proficiency would be my second priority. What are my best opti... | 2024-01-12T01:36:55 | https://www.reddit.com/r/LocalLLaMA/comments/194itby/what_should_my_setup_be_with_a_4070_ti/ | scrumblethebumble | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194itby | false | null | t3_194itby | /r/LocalLLaMA/comments/194itby/what_should_my_setup_be_with_a_4070_ti/ | false | false | self | 1 | null |
Does anyone how create an multimodal ai | 1 | So basically im trying to create a assistant humanoid robot
Main objectives are
1) That interact like a normal llm does ( i use tinylamma 1.1b from bloke and rag implementation)
2) Understand comands and act upon it
3) it also able to navigate using visal data which also need to used for the llm to be aware of its s... | 2024-01-12T01:06:34 | https://www.reddit.com/r/LocalLLaMA/comments/194i5so/does_anyone_how_create_an_multimodal_ai/ | Jolly_Self_4892 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194i5so | false | null | t3_194i5so | /r/LocalLLaMA/comments/194i5so/does_anyone_how_create_an_multimodal_ai/ | false | false | self | 1 | null |
What are your favorite sites to test out different models ? | 2 | Through a post here i just stumbled upon composo. Which made me realize how nice it would be to test some of my prompts for work on different llms to see how they perform. And doing that online well is just more convenient the to download or make accounts for a bunch of models.
I basically need to find a big llm that ... | 2024-01-12T00:58:51 | https://www.reddit.com/r/LocalLLaMA/comments/194hzfm/what_are_your_favorite_sites_to_test_out/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194hzfm | false | null | t3_194hzfm | /r/LocalLLaMA/comments/194hzfm/what_are_your_favorite_sites_to_test_out/ | false | false | self | 2 | null |
Qualcomm Ai accelerators: ANYONE know ANYTING other than this marketing material? sounds quite intriguing... | 27 | I'm doing a bit of a hardware search since I'm writing my Thesis around LLMs and value generation.
And via some expensive research report (well, its table of contents) I've stumbled across this series.
CRUCIALLY I have no info about price, but if that is low enough, that could be quite intriguing IMO (high RAM, dec... | 2024-01-12T00:47:49 | https://www.reddit.com/r/LocalLLaMA/comments/194hqu5/qualcomm_ai_accelerators_anyone_know_anyting/ | leschnoid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194hqu5 | false | null | t3_194hqu5 | /r/LocalLLaMA/comments/194hqu5/qualcomm_ai_accelerators_anyone_know_anyting/ | false | false | 27 | {'enabled': False, 'images': [{'id': 'MBkT-7xtpfSWZQxHevKrI2wqP_9Zw3IBlYyrYKvxVN8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/b-7tX_gAbnQxcfZnYRoJtr17-2fE49Odevqpfm1h6r4.jpg?width=108&crop=smart&auto=webp&s=973be3ffcc39a5616ff93d5ca2627a9013341742', 'width': 108}, {'height': 121, 'url': 'h... | |
Getting started advice. | 1 | Hello, I am new to LLM’s and I was wondering if you guys had any advice for getting started. | 2024-01-12T00:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/194h00v/getting_started_advice/ | Potential-Help1157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194h00v | false | null | t3_194h00v | /r/LocalLLaMA/comments/194h00v/getting_started_advice/ | false | false | self | 1 | null |
Smaller model or smaller quantization? | 13 | I’ve run into a roadblock with my LLMs with respect to my processing power. I can run 7B models comfortably and with good speed, but the lack (as far as I can see) of new, good 13B models means I have to turn to 33B models, which are super slow on my machine and take up tons of my RAM.
My question is this: should I s... | 2024-01-12T00:07:11 | https://www.reddit.com/r/LocalLLaMA/comments/194gulv/smaller_model_or_smaller_quantization/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194gulv | false | null | t3_194gulv | /r/LocalLLaMA/comments/194gulv/smaller_model_or_smaller_quantization/ | false | false | self | 13 | null |
Need a good Nsfw model | 1 | I downloaded LM studio some time ago because I got tired of ChatGPT and it's restrictions, especially for nsfw content. However, I got no idea which llms would be good to generate nsfw fiction and how to use them. I don't have a powerful pc(the one I have has core i7 7th gen, 8GB RAM and 512SSD). I want the llm to run ... | 2024-01-11T23:55:07 | https://www.reddit.com/r/LocalLLaMA/comments/194gkoj/need_a_good_nsfw_model/ | Alexjustchills | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194gkoj | false | null | t3_194gkoj | /r/LocalLLaMA/comments/194gkoj/need_a_good_nsfw_model/ | false | false | nsfw | 1 | null |
Where are good instruct models for code generation? | 10 | What are some good coding models that can generate "correct" code following instructions? I tested a lot of models locally using a simple prompt below and the results are very disappointing.
>write a complete python program to play pong against the computer using pygame. user should be able to move the paddle using up... | 2024-01-11T23:41:02 | https://www.reddit.com/r/LocalLLaMA/comments/194g8wk/where_are_good_instruct_models_for_code_generation/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194g8wk | false | null | t3_194g8wk | /r/LocalLLaMA/comments/194g8wk/where_are_good_instruct_models_for_code_generation/ | false | false | self | 10 | null |
3 x 3060 or 3 x 4070 questions | 1 | Hello! So I’m trying to learn more about model training and running local models, but I’m ~less concerned about like running the biggest / best models and would really like to leaen the infrastructure part of running a gpu cluster (so like orchestrating multiple GPUs, dividing work among them, kubernetes maybe?) but no... | 2024-01-11T23:35:51 | https://www.reddit.com/r/LocalLLaMA/comments/194g4fi/3_x_3060_or_3_x_4070_questions/ | ifjo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194g4fi | false | null | t3_194g4fi | /r/LocalLLaMA/comments/194g4fi/3_x_3060_or_3_x_4070_questions/ | false | false | self | 1 | null |
ask a model to modify a longer story? | 4 | Is there any framework where you can feed in a short story or novel, and specify a change to the story?
I realize this is challenging because of the context window limitation but has anybody tried it yet? Any demos online? Wouldn't it be great if you could order something like "\_War and Peace\_ but Napoleon is assas... | 2024-01-11T23:27:27 | https://www.reddit.com/r/LocalLLaMA/comments/194fxce/ask_a_model_to_modify_a_longer_story/ | NodeTraverser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194fxce | false | null | t3_194fxce | /r/LocalLLaMA/comments/194fxce/ask_a_model_to_modify_a_longer_story/ | false | false | self | 4 | null |
Best large context LLM to match array strings with intent in user message? | 1 | I have a large array (1000-10000 length) of object containing text, description and some metadata. When a user asks for something I want the LLM to be able to understand the intent along with using the keywords in user’s input to find the best match in the large string array.
So for example, user asks ‘are there any ... | 2024-01-11T23:23:08 | https://www.reddit.com/r/LocalLLaMA/comments/194ftjn/best_large_context_llm_to_match_array_strings/ | RepresentativeOdd276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194ftjn | false | null | t3_194ftjn | /r/LocalLLaMA/comments/194ftjn/best_large_context_llm_to_match_array_strings/ | false | false | self | 1 | null |
Would anyone use a model that specializes in document summarization? | 16 | Hey All,
​
I believe the title is self explanatory. I recently made a model that specialized in search summarization, and I have found that there hasn't been as much use as I imagined. The model is capable of taking a search result page and returning a highly detailed summary along with related queries in json... | 2024-01-11T23:10:35 | https://www.reddit.com/r/LocalLLaMA/comments/194fipy/would_anyone_use_a_model_that_specializes_in/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194fipy | false | null | t3_194fipy | /r/LocalLLaMA/comments/194fipy/would_anyone_use_a_model_that_specializes_in/ | false | false | self | 16 | null |
SOTA 2-bit quants added to llama.cpp | 1 | 2024-01-11T23:09:02 | https://github.com/ggerganov/llama.cpp/pull/4856 | m18coppola | github.com | 1970-01-01T00:00:00 | 0 | {} | 194fhcw | false | null | t3_194fhcw | /r/LocalLLaMA/comments/194fhcw/sota_2bit_quants_added_to_llamacpp/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'fE-M9lnbbpw81V-I4NXXzonYA5t-Pv1NGaazMAinc7Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1TDCyzl-9rLfrqU_lXN0uKdbTKn0ZT45L6Ut_VjKiXw.jpg?width=108&crop=smart&auto=webp&s=30145048e1c25b001d3be479d5ec7b8408e0b504', 'width': 108}, {'height': 108, 'url': 'h... | ||
Need Mistral weights for local testing | 1 | Where can I find the top model weights, the two I found from all the jargon that are closest to GPT4 eval is
\- Mistral Medium
\- Nous-Hermes-2-Yi-34B (on huggingface)
I have a 6GB Graphic card Nvidia 1650Ti local setup, would these model run well if I use Ollama/lm-studio and llamafile for conversion? | 2024-01-11T22:42:11 | https://www.reddit.com/r/LocalLLaMA/comments/194etkr/need_mistral_weights_for_local_testing/ | Honest-Debate-6863 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194etkr | false | null | t3_194etkr | /r/LocalLLaMA/comments/194etkr/need_mistral_weights_for_local_testing/ | false | false | self | 1 | null |
Mixtral 8x7b doesn’t quite remember Mr. Brightside… | 146 | Running the 5bit quant though, so maybe it’s a little less precise or it just really likes Radioactive… | 2024-01-11T22:31:06 | switchandplay | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 194ejzq | false | null | t3_194ejzq | /r/LocalLLaMA/comments/194ejzq/mixtral_8x7b_doesnt_quite_remember_mr_brightside/ | false | false | 146 | {'enabled': True, 'images': [{'id': 'tDXTR6_dv5ilw5GRNOIhurZTd_NGyZHl6-T7pAniHfA', 'resolutions': [{'height': 129, 'url': 'https://preview.redd.it/f1l736mu0wbc1.jpeg?width=108&crop=smart&auto=webp&s=6e6b537cf18c3d692bb6775901ed1730081298a8', 'width': 108}, {'height': 258, 'url': 'https://preview.redd.it/f1l736mu0wbc1.j... | ||
Functionary: Open-Source Parallel Tool Use | 50 | 2024-01-11T22:28:38 | https://github.com/MeetKai/functionary | yiyecek | github.com | 1970-01-01T00:00:00 | 0 | {} | 194ehsx | false | null | t3_194ehsx | /r/LocalLLaMA/comments/194ehsx/functionary_opensource_parallel_tool_use/ | false | false | 50 | {'enabled': False, 'images': [{'id': 'zXRYwfhPAJzxBDUCqM-pMRz0EWd9x8GPhNuzdXEODLc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KLG45C-_aP0eVhOiEv_rXS35u8IniDX7YdZN6E9viSw.jpg?width=108&crop=smart&auto=webp&s=4ce819c5e12534cec05d694ef517112b02e3bad3', 'width': 108}, {'height': 108, 'url': 'h... | ||
How did you structure your chat history dataset? | 8 | I’m fine tuning mistral / mistral-instruct, and I’m attempting to fine tune it on my message history.
My goal is to impersonate whoever is in my dataset.
I have instant message history between myself and a friend.
How did you structure the training prompt to support impersonating whomever is in the dataset?
I’ve tr... | 2024-01-11T22:18:38 | https://www.reddit.com/r/LocalLLaMA/comments/194e9dp/how_did_you_structure_your_chat_history_dataset/ | Enough-Meringue4745 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194e9dp | false | null | t3_194e9dp | /r/LocalLLaMA/comments/194e9dp/how_did_you_structure_your_chat_history_dataset/ | false | false | self | 8 | null |
Does someone can pinpoint LAM kinda model? | 1 | [removed] | 2024-01-11T22:05:33 | https://www.reddit.com/r/LocalLLaMA/comments/194dxuc/does_someone_can_pinpoint_lam_kinda_model/ | UnderstandingAny4075 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194dxuc | false | null | t3_194dxuc | /r/LocalLLaMA/comments/194dxuc/does_someone_can_pinpoint_lam_kinda_model/ | false | false | self | 1 | null |
Book recommendation. | 2 | Looking for book recommendations. My background is graduated bachelors in CS w/ 1st year master level course work. My last knowledge of 'AI' is more than 10 years ago, so I know about convolution and back propagation, hidden layer, but didn't keep up with developments after that. I just tried using ollama and found i... | 2024-01-11T22:01:04 | https://www.reddit.com/r/LocalLLaMA/comments/194dtpo/book_recommendation/ | DraconPern | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194dtpo | false | null | t3_194dtpo | /r/LocalLLaMA/comments/194dtpo/book_recommendation/ | false | false | self | 2 | null |
Help with my local LLM needs on a RTX 4090 | 1 |
Hello everyone,
For several months, I've been working on assembling a computer setup to run local Large Language Models (LLMs) tailored to my specific requirements. I'm reaching out for your insights and advice on this. Here's a brief overview of my scenario and needs:
1. The system will run on either Windows 10 o... | 2024-01-11T21:15:18 | https://www.reddit.com/r/LocalLLaMA/comments/194cpgm/help_with_my_local_llm_needs_on_a_rtx_4090/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194cpgm | false | null | t3_194cpgm | /r/LocalLLaMA/comments/194cpgm/help_with_my_local_llm_needs_on_a_rtx_4090/ | false | false | self | 1 | null |
Training question: If I simply duplicate data to make a LoRA, will it reinforce properly? | 1 | [removed] | 2024-01-11T21:02:30 | https://www.reddit.com/r/LocalLLaMA/comments/194cejl/training_question_if_i_simply_duplicate_data_to/ | cold-depths | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194cejl | false | null | t3_194cejl | /r/LocalLLaMA/comments/194cejl/training_question_if_i_simply_duplicate_data_to/ | false | false | self | 1 | null |
Fastest API/Inference Server for Mixtral (EXL2/3.5bpw) | 1 | [removed] | 2024-01-11T20:42:38 | https://www.reddit.com/r/LocalLLaMA/comments/194bx3j/fastest_apiinference_server_for_mixtral_exl235bpw/ | aallsbury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194bx3j | false | null | t3_194bx3j | /r/LocalLLaMA/comments/194bx3j/fastest_apiinference_server_for_mixtral_exl235bpw/ | false | false | self | 1 | null |
Local vector database with all of Wikipedia for RAG | 1 | 2024-01-11T20:26:18 | https://huggingface.co/NeuML/txtai-wikipedia | davidmezzetti | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 194biid | false | null | t3_194biid | /r/LocalLLaMA/comments/194biid/local_vector_database_with_all_of_wikipedia_for/ | false | false | 1 | {'enabled': False, 'images': [{'id': '6ZlK_yWagy0xLQBodE-WgUo4XYVM7uYaA2JixJlfZRc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZH7tFKSTNgntgMrsvmiYlOx_YaURJuplyvaYfUUU2wA.jpg?width=108&crop=smart&auto=webp&s=fb921dc48b4fb6f89340b78df5be66c02fc4a56c', 'width': 108}, {'height': 116, 'url': 'h... | ||
Learning. Slowly. | 6 | Windows 11, i7 10gen (6core), 64gb mem. I have a docker running h2oGPT using TheBloke/Llama-2–7B-chat-Q6_K-GGUF. No GPU. I understand it would be slow going. But should it be ask a simple question like ‘How many days in a year’ and come back 5 minutes later and it still thinking? How are people running models on raspbe... | 2024-01-11T19:57:26 | https://www.reddit.com/r/LocalLLaMA/comments/194at85/learning_slowly/ | FatGuyQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194at85 | false | null | t3_194at85 | /r/LocalLLaMA/comments/194at85/learning_slowly/ | false | false | self | 6 | null |
Is there any reason why each expert in the MoE models would need to be the same parameter count? | 30 | It it something I have thought about recently and don't really know how to even find a reliable answer to whether or not is is practical to mix in this way.
Specifically my question is whether having one or more experts being smaller, phi-2 size, and could perform something like a diffusion model does, (start with a f... | 2024-01-11T19:54:40 | https://www.reddit.com/r/LocalLLaMA/comments/194aqu8/is_there_any_reason_why_each_expert_in_the_moe/ | redditaccountno6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194aqu8 | false | null | t3_194aqu8 | /r/LocalLLaMA/comments/194aqu8/is_there_any_reason_why_each_expert_in_the_moe/ | false | false | self | 30 | null |
Hardware setup to run Llms Locally | 8 | I got a PC with:
AMD A4-6300 3.7 GHZ FM2+ Socket
12 GB RAM DDR3 1600 MHz
My Motherboard allows me to install two GPUs and Two RAMs
Im planning on running and training Llms on this machine and for this i'm open to change processor, add RAM and buy GPUs but not buying a new motherboard, that would meant just assemblin... | 2024-01-11T19:42:33 | https://www.reddit.com/r/LocalLLaMA/comments/194agmz/hardware_setup_to_run_llms_locally/ | Gemini4613 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 194agmz | false | null | t3_194agmz | /r/LocalLLaMA/comments/194agmz/hardware_setup_to_run_llms_locally/ | false | false | self | 8 | null |
Error? | 1 | 2024-01-11T19:21:07 | Big-Bottle-5878 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1949xwq | false | null | t3_1949xwq | /r/LocalLLaMA/comments/1949xwq/error/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'vFxgBEX03ujHaqZQUrR3FWlPCjBP347HqhOfybMP9mo', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/jtdnwl6y2vbc1.jpeg?width=108&crop=smart&auto=webp&s=cdfd224e95c8db9a7de3ad269cbc46ddbf90753a', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/jtdnwl6y2vbc1.jp... |
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