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How to reduce costs for running locally? vLLM?
| 1 | [removed] | 2024-06-09T16:02:41 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1dbx5j2 | false | null | t3_1dbx5j2 | /r/LocalLLaMA/comments/1dbx5j2/how_to_reduce_costs_for_running_locally_vllm/ | false | false | default | 1 | null | ||
CogVLM, CogVLM2, Llava-llama3, and THUDM-GLM-4v captioning (<24gb) | 8 | 2024-06-09T15:53:38 | https://github.com/victorchall/EveryDream2trainer/blob/main/caption_cog.py%20%20https://github.com/victorchall/EveryDream2trainer/blob/main/doc/CAPTION_COG.md | Freonr2 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1dbwxv6 | false | null | t3_1dbwxv6 | /r/LocalLLaMA/comments/1dbwxv6/cogvlm_cogvlm2_llavallama3_and_thudmglm4v/ | false | false | default | 8 | null | |
Low-Latency Multimodal LLM Systems for Managing Coordinated Drone Fleets? | 7 | Hello, everyone,
I'm reaching out to gather comments on the integration of a multimodal Large Language Model (LLM) as the central command unit for a coordinated network of quadcopter drone systems, to enhance operational tactics by enabling the drones to execute synchronized tasks effectively.
The core question is: H... | 2024-06-09T15:47:16 | https://www.reddit.com/r/LocalLLaMA/comments/1dbwsn0/lowlatency_multimodal_llm_systems_for_managing/ | flyers_nhl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbwsn0 | false | null | t3_1dbwsn0 | /r/LocalLLaMA/comments/1dbwsn0/lowlatency_multimodal_llm_systems_for_managing/ | false | false | self | 7 | null |
Is a Mac Studio the right choice for me? | 19 | I'm moving into my own apartment soon and would like to run large models locally on a small, quiet, and relatively low-powered (compared to other options) device. I'd go for P40s or some recent GPUs, but they're large and have high power-draw, and I'm also concerned about the noise. I don't need it to be cheap as I'll ... | 2024-06-09T15:38:57 | https://www.reddit.com/r/LocalLLaMA/comments/1dbwlnt/is_a_mac_studio_the_right_choice_for_me/ | upvotesplx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbwlnt | false | null | t3_1dbwlnt | /r/LocalLLaMA/comments/1dbwlnt/is_a_mac_studio_the_right_choice_for_me/ | false | false | self | 19 | null |
Looking for project ideas & inspiration | 1 | [removed] | 2024-06-09T15:34:19 | https://www.reddit.com/r/LocalLLaMA/comments/1dbwhsn/looking_for_project_ideas_inspiration/ | gold-bird-12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbwhsn | false | null | t3_1dbwhsn | /r/LocalLLaMA/comments/1dbwhsn/looking_for_project_ideas_inspiration/ | false | false | self | 1 | null |
Model for keywording technical notes | 5 | I've assembled a few thousand notes (stored in markdown text files) in the past years with "how to" on diverse subjects such as Linux/Mac managments, scripts, python, docker recipes, mongodb aggregation queries etc etc etc. Today I am searching through them with simple string matching (Craft app) and also I'd like to e... | 2024-06-09T15:12:47 | https://www.reddit.com/r/LocalLLaMA/comments/1dbw010/model_for_keywording_technical_notes/ | olddoglearnsnewtrick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbw010 | false | null | t3_1dbw010 | /r/LocalLLaMA/comments/1dbw010/model_for_keywording_technical_notes/ | false | false | self | 5 | null |
AI browsers | 1 | [removed] | 2024-06-09T15:08:31 | https://www.reddit.com/r/LocalLLaMA/comments/1dbvwgx/ai_browsers/ | Diligent_Award_5759 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbvwgx | false | null | t3_1dbvwgx | /r/LocalLLaMA/comments/1dbvwgx/ai_browsers/ | false | false | self | 1 | null |
It seems that a ComfyUI (StableDiffusion) node had a keylogger embedded in it, led to many users credentials being stolen | 1 | 2024-06-09T14:36:30 | https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_youve_used_the_comfyui_llmvision_node_from/ | saved_you_some_time | old.reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1dbv6uw | false | null | t3_1dbv6uw | /r/LocalLLaMA/comments/1dbv6uw/it_seems_that_a_comfyui_stablediffusion_node_had/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': '3Hv2YvEUeP9MJuWdOff3Ct5Zb755yswaHFscsAedRUY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/opaG8vr47GbzP15dQwBTtzy3p1OPk7pGS0k-qyNhAxI.jpg?width=108&crop=smart&auto=webp&s=bc09881f6deba22aee113b94d4862e8728705ff1', 'width': 108}, {'height': 108, 'url': 'h... | |
Best captioner? | 1 | There are a couple new ones so I’m curious what’s the best, gpt-4o, cogvlm2, internvl, finetune… | 2024-06-09T14:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/1dbv4lh/best_captioner/ | PrideHunters | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbv4lh | false | null | t3_1dbv4lh | /r/LocalLLaMA/comments/1dbv4lh/best_captioner/ | false | false | self | 1 | null |
need help for making LLM RP in specific way | 1 | Back when character.ai was relatively new, I tried chatting with a Genshin character and I was impressed with details from how it acted and small details about the character's background when I asked. I now switch to local LLM and tried putting the character lore and personality of a certain character which I got from ... | 2024-06-09T14:25:13 | https://www.reddit.com/r/LocalLLaMA/comments/1dbuxr3/need_help_for_making_llm_rp_in_specific_way/ | Not_A_EXPERT15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbuxr3 | false | null | t3_1dbuxr3 | /r/LocalLLaMA/comments/1dbuxr3/need_help_for_making_llm_rp_in_specific_way/ | false | false | self | 1 | null |
How to reduce costs for running locally? vLLM?
| 1 | [removed] | 2024-06-09T14:23:05 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1dbuw41 | false | null | t3_1dbuw41 | /r/LocalLLaMA/comments/1dbuw41/how_to_reduce_costs_for_running_locally_vllm/ | false | false | default | 1 | null | ||
Your experience with LLM Based businesses | 6 | I want to understand your experiences with not just starting but also if you've used a service for your company, what were the problems you experienced? How reliable are they in production? | 2024-06-09T14:10:41 | https://www.reddit.com/r/LocalLLaMA/comments/1dbum8c/your_experience_with_llm_based_businesses/ | goddamnit_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbum8c | false | null | t3_1dbum8c | /r/LocalLLaMA/comments/1dbum8c/your_experience_with_llm_based_businesses/ | false | false | self | 6 | null |
Llama 3 keeps calling itself "Lumin", "Lumina", or "Luminaria". Any guesses why this might be? | 72 | Here are some responses I've received from Llama 3 8B when asking it "What is your name?" (default assistant template from text-generation-webui, *not a roleplay character card!*):
> Ah, I don't have a traditional name, but I've been referred to as "Lumina" by some users. It's a name that represents my ability to shed... | 2024-06-09T14:06:14 | https://www.reddit.com/r/LocalLLaMA/comments/1dbuisi/llama_3_keeps_calling_itself_lumin_lumina_or/ | -p-e-w- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbuisi | false | null | t3_1dbuisi | /r/LocalLLaMA/comments/1dbuisi/llama_3_keeps_calling_itself_lumin_lumina_or/ | false | false | self | 72 | null |
ChunyGPT Ai trained on "degeneracy" | 1 | [removed] | 2024-06-09T13:36:28 | https://www.reddit.com/r/LocalLLaMA/comments/1dbtwno/chunygpt_ai_trained_on_degeneracy/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbtwno | false | null | t3_1dbtwno | /r/LocalLLaMA/comments/1dbtwno/chunygpt_ai_trained_on_degeneracy/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qNmyI0zFN9e_V0-WbJ7PonoZ2roS1yUTa-o45wCWMBk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZLAqv8sVKnGDNOwOXX2nNb0GWcECptgfknSGeryaBkg.jpg?width=108&crop=smart&auto=webp&s=ff0444f98e44b8af7a1c54f103e002d63ecf2376', 'width': 108}, {'height': 116, 'url': 'h... |
Training a local LLaMA on custom data | 1 | [removed] | 2024-06-09T13:18:08 | https://www.reddit.com/r/LocalLLaMA/comments/1dbtjhu/training_a_local_llama_on_custom_data/ | Existing-Push-2142 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbtjhu | false | null | t3_1dbtjhu | /r/LocalLLaMA/comments/1dbtjhu/training_a_local_llama_on_custom_data/ | false | false | self | 1 | null |
Drug prediction based on semantic search | 1 | [removed] | 2024-06-09T12:59:58 | https://www.reddit.com/r/LocalLLaMA/comments/1dbt6ev/drug_prediction_based_on_semantic_search/ | adeel_hasan81 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbt6ev | false | null | t3_1dbt6ev | /r/LocalLLaMA/comments/1dbt6ev/drug_prediction_based_on_semantic_search/ | false | false | self | 1 | null |
Re: asked LLMs a riddle about Sally and her sisters + plot twist | 1 | [removed] | 2024-06-09T12:37:19 | https://www.reddit.com/r/LocalLLaMA/comments/1dbsrpu/re_asked_llms_a_riddle_about_sally_and_her/ | EmilPi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbsrpu | false | null | t3_1dbsrpu | /r/LocalLLaMA/comments/1dbsrpu/re_asked_llms_a_riddle_about_sally_and_her/ | false | false | self | 1 | null |
phi3 prompting, responses too verbose | 1 | [removed] | 2024-06-09T12:34:35 | https://www.reddit.com/r/LocalLLaMA/comments/1dbspy1/phi3_prompting_responses_too_verbose/ | Stunning_Art4243 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbspy1 | false | null | t3_1dbspy1 | /r/LocalLLaMA/comments/1dbspy1/phi3_prompting_responses_too_verbose/ | false | false | self | 1 | null |
What is the latest research/findings in Scaling laws ? | 6 | The latest thing i found was this post in here:
[https://www.reddit.com/r/LocalLLaMA/comments/1c942lb/googles\_griffin\_paper\_is\_a\_perfect\_demonstration/](https://www.reddit.com/r/LocalLLaMA/comments/1c942lb/googles_griffin_paper_is_a_perfect_demonstration/)
and of course there is the scaling laws of Chinchilla (... | 2024-06-09T12:22:44 | https://www.reddit.com/r/LocalLLaMA/comments/1dbsig7/what_is_the_latest_researchfindings_in_scaling/ | Puzzleheaded_Mall546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbsig7 | false | null | t3_1dbsig7 | /r/LocalLLaMA/comments/1dbsig7/what_is_the_latest_researchfindings_in_scaling/ | false | false | self | 6 | null |
Is there gonna be a Code Qwen 2? | 2 | I was impressed with CodeQwen1.5-chat, but from what I've read Qwen2 does not quite match its abilities for coding. Will there be a version of Qwen2 specifically for Coding? | 2024-06-09T12:17:31 | https://www.reddit.com/r/LocalLLaMA/comments/1dbsf84/is_there_gonna_be_a_code_qwen_2/ | Ordningman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbsf84 | false | null | t3_1dbsf84 | /r/LocalLLaMA/comments/1dbsf84/is_there_gonna_be_a_code_qwen_2/ | false | false | self | 2 | null |
Where do I learn about LLMs? | 42 | Hi there!
I've been interested in LLMs for quite some time but I've always struggled finding useful, beginner-level resources to explain some basic concepts when it comes to inference (I'm not even talking about training).
So, what are your recommendations to learn about the basics? Things like parameters, batch size... | 2024-06-09T12:08:20 | https://www.reddit.com/r/LocalLLaMA/comments/1dbs9m3/where_do_i_learn_about_llms/ | Longjumping_Store704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbs9m3 | false | null | t3_1dbs9m3 | /r/LocalLLaMA/comments/1dbs9m3/where_do_i_learn_about_llms/ | false | false | self | 42 | null |
Best English-French translation model? | 3 | Hello,
For English-French translation, I have been comparing deepl, google translate and chatgpt-3.5 against local models and have found the local models to be quite lacklustre, including llama3-70b-instruct.
Can anyone recommend a local model for English-French translation?
I have dual 3090s for this purpose.
Tha... | 2024-06-09T12:02:03 | https://www.reddit.com/r/LocalLLaMA/comments/1dbs5m0/best_englishfrench_translation_model/ | ikukuru | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbs5m0 | false | null | t3_1dbs5m0 | /r/LocalLLaMA/comments/1dbs5m0/best_englishfrench_translation_model/ | false | false | self | 3 | null |
Codestral 22B Q3/Q4 vs CodeQwen1.5 7B Q8 | 7 | Which model would perform better for a 12 GB VRAM / 32 GB RAM setup? Mostly talking about accuracy. CodeQwen1.5 7B Q8 (and also the Q5\_k\_m one) worked just nice but I would like to try the new Codestral model too. | 2024-06-09T11:31:43 | https://www.reddit.com/r/LocalLLaMA/comments/1dbrn5r/codestral_22b_q3q4_vs_codeqwen15_7b_q8/ | liselisungerbob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbrn5r | false | null | t3_1dbrn5r | /r/LocalLLaMA/comments/1dbrn5r/codestral_22b_q3q4_vs_codeqwen15_7b_q8/ | false | false | self | 7 | null |
Qwen2-7B-Instruct-deccp (Abliterated) | 62 | So, figure this might be of interest to some people. Over the weekend I created did some analysis and exploration on what Qwen 2 7B Instruct's trying to characterize the breadth/depth of the RL model's Chinese censorship. tldr: it's a lot
* [augmxnt/Qwen2-7B-Instruct-deccp](https://huggingface.co/augmxnt/Qwen2-7B-Inst... | 2024-06-09T11:22:10 | https://www.reddit.com/r/LocalLLaMA/comments/1dbrhpv/qwen27binstructdeccp_abliterated/ | randomfoo2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbrhpv | false | null | t3_1dbrhpv | /r/LocalLLaMA/comments/1dbrhpv/qwen27binstructdeccp_abliterated/ | false | false | self | 62 | {'enabled': False, 'images': [{'id': '2pTttv2J6qO7gTAdrjfPp4qyWFtfwyiSO4x6QyrRpvg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gpmzzwA_GV_648jGPLD9tuG2QjxMAElJp1IUt14qGu4.jpg?width=108&crop=smart&auto=webp&s=4a1d43928f2588f7e8da455b94fe7a91c8132161', 'width': 108}, {'height': 116, 'url': 'h... |
Fedora 40 & AMD 6950XT? | 1 | I run Fedora 40 and have an AMD 6950XT, is the software stack compatible enough for me to run a Local LLaMa on my machine? Can I just download and go? Any specific packages I need to have? | 2024-06-09T10:50:47 | https://www.reddit.com/r/LocalLLaMA/comments/1dbr09k/fedora_40_amd_6950xt/ | BakersCat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbr09k | false | null | t3_1dbr09k | /r/LocalLLaMA/comments/1dbr09k/fedora_40_amd_6950xt/ | false | false | self | 1 | null |
Help Needed: Reducing Inference Time for Fine-Tuned LLaMA3-8B Model on A100 GPU on Colab | 1 | [removed] | 2024-06-09T10:43:41 | https://www.reddit.com/r/LocalLLaMA/comments/1dbqwjq/help_needed_reducing_inference_time_for_finetuned/ | Standard_Tea2522 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbqwjq | false | null | t3_1dbqwjq | /r/LocalLLaMA/comments/1dbqwjq/help_needed_reducing_inference_time_for_finetuned/ | false | false | self | 1 | null |
Coding tools beyond simple code completion or 'chat about code'? Especially for refactoring | 18 | I wonder if there are any tools that go beyond simple chat or code completion?
They can be already useful, but what I would think would be even more useful tools that could create files and move code around. My current example is: I was prototyping an attribute system for a game. It started simple and then grew to mul... | 2024-06-09T10:31:23 | https://www.reddit.com/r/LocalLLaMA/comments/1dbqq6z/coding_tools_beyond_simple_code_completion_or/ | VertexMachine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbqq6z | false | null | t3_1dbqq6z | /r/LocalLLaMA/comments/1dbqq6z/coding_tools_beyond_simple_code_completion_or/ | false | false | self | 18 | null |
New alternatives to Suno/Bark AI TTS? | 109 | I was really impressed when it first came out, but that's a year ago (seems like a decade ago, given how fast things are moving) --- what have I missed in the AI TTS space? | 2024-06-09T10:19:40 | https://www.reddit.com/r/LocalLLaMA/comments/1dbqk9m/new_alternatives_to_sunobark_ai_tts/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbqk9m | false | null | t3_1dbqk9m | /r/LocalLLaMA/comments/1dbqk9m/new_alternatives_to_sunobark_ai_tts/ | false | false | self | 109 | null |
Is 2DPO a secret sauce for the feeling of intentionality and interiority in character writing? Maybe a clue to more actively applied intelligence. Hypothesis here. | 1 | [removed] | 2024-06-09T09:50:24 | https://www.reddit.com/r/LocalLLaMA/comments/1dbq55w/is_2dpo_a_secret_sauce_for_the_feeling_of/ | PopularPrivacyPeople | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbq55w | false | null | t3_1dbq55w | /r/LocalLLaMA/comments/1dbq55w/is_2dpo_a_secret_sauce_for_the_feeling_of/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'DyKpSmH_4XTRwFDUT6rHtLOzKdCTPDLnCREXMXi-3aE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/olkuDfNUNlNxOlfbccNjdW9XPpRmQtE5Mob0U4VCHyQ.jpg?width=108&crop=smart&auto=webp&s=ff9325f5225a1973753f6678e45baf793a962eec', 'width': 108}, {'height': 116, 'url': 'h... |
Qwen2: World's Strongest Open-Source Model Beats Llama 3 | 0 | The title of the strongest open-source model has changed overnight! Alibaba Cloud's Qwen2 has topped multiple global authoritative rankings.
The most powerful language model in the open-source world, Qwen2, is here!
On June 7th, Tongyi Qianwen released a new series of open-source models called Qwen2. Qwen2 has five m... | 2024-06-09T09:47:50 | https://www.reddit.com/r/LocalLLaMA/comments/1dbq3y7/qwen2_worlds_strongest_opensource_model_beats/ | ExternalNo2722 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbq3y7 | false | null | t3_1dbq3y7 | /r/LocalLLaMA/comments/1dbq3y7/qwen2_worlds_strongest_opensource_model_beats/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'R6vQZQtoBpUK5SN_e3uqdEFcaeRq6VpmRBzva85KBUA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/M6yTIC4h7EIkc50_yfNmu8xNXC_ZWnGnQEIzWc-9Q6Y.jpg?width=108&crop=smart&auto=webp&s=45515ae9b1b57f282c64ca3b504c11ef5fcb839d', 'width': 108}, {'height': 108, 'url': 'h... |
How to reduce costs for running locally? vLLM? | 1 | [removed] | 2024-06-09T09:43:18 | https://www.reddit.com/r/LocalLLaMA/comments/1dbq1pn/how_to_reduce_costs_for_running_locally_vllm/ | GabryIta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbq1pn | false | null | t3_1dbq1pn | /r/LocalLLaMA/comments/1dbq1pn/how_to_reduce_costs_for_running_locally_vllm/ | false | false | self | 1 | null |
Learning AI and Machine Learning | 1 | [removed] | 2024-06-09T08:58:32 | https://www.reddit.com/r/LocalLLaMA/comments/1dbpfgw/learning_ai_and_machine_learning/ | Rais24452 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbpfgw | false | null | t3_1dbpfgw | /r/LocalLLaMA/comments/1dbpfgw/learning_ai_and_machine_learning/ | false | false | self | 1 | null |
Rookie in LLMs implementation. Need help implementing one to read data and perform chart creation etc. | 1 | [removed] | 2024-06-09T08:36:59 | https://www.reddit.com/r/LocalLLaMA/comments/1dbp4mo/rookie_in_llms_implementation_need_help/ | Remarkable-Display79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbp4mo | false | null | t3_1dbp4mo | /r/LocalLLaMA/comments/1dbp4mo/rookie_in_llms_implementation_need_help/ | false | false | self | 1 | null |
Beyond the Hype: Intro to LLMs & Embeddings (Using Everything Open Source) | 1 | 2024-06-09T08:19:19 | https://youtu.be/RhjMFU4FQzU | kushalgoenka | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1dbovl6 | false | {'oembed': {'author_name': 'Kushal Goenka', 'author_url': 'https://www.youtube.com/@KushalGoenka', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/RhjMFU4FQzU?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyros... | t3_1dbovl6 | /r/LocalLLaMA/comments/1dbovl6/beyond_the_hype_intro_to_llms_embeddings_using/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'fyMAdhbUrrjl4J0uZ-FMdl9Ab9Tzy5LxIagAIqv27-o', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/iGmIFunhTZFMNvKB3qQKfP-l5SzIwHvWSq10gVPlFJA.jpg?width=108&crop=smart&auto=webp&s=0a98f635381849713e63180de309932c7b69efa6', 'width': 108}, {'height': 162, 'url': 'h... | ||
New End Token? | 1 | [removed] | 2024-06-09T08:14:18 | https://www.reddit.com/r/LocalLLaMA/comments/1dbosw4/new_end_token/ | Desmack1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbosw4 | false | null | t3_1dbosw4 | /r/LocalLLaMA/comments/1dbosw4/new_end_token/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '077LdZ0dpir6yrt1knhzBWSwMAnu41A0xM0vNfVHhR4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VJPxIsSTAc8tz_itJWFXmPMDlNxXQagXMDjhIoZQHow.jpg?width=108&crop=smart&auto=webp&s=8d55f737b7a43b842acb167af98ff14225984842', 'width': 108}, {'height': 116, 'url': 'h... |
Frameworks for evaluating RAG techniques | 3 | I am aware that there exists various frameworks for evaluating RAG responses,
such as:
- [https://docs.confident-ai.com/docs/guides-rag-evaluation](DeepEval)
- [https://docs.confident-ai.com/docs/guides-rag-evaluation](RAGAS)
But what about evaluation of the various RAG Techniques used to enhance quality of responses... | 2024-06-09T07:22:13 | https://www.reddit.com/r/LocalLLaMA/comments/1dbo21p/frameworks_for_evaluating_rag_techniques/ | somewhat_advanced | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbo21p | false | null | t3_1dbo21p | /r/LocalLLaMA/comments/1dbo21p/frameworks_for_evaluating_rag_techniques/ | false | false | self | 3 | null |
Is any LLM context preprocessing called RAG? | 1 | [removed] | 2024-06-09T06:44:57 | https://www.reddit.com/r/LocalLLaMA/comments/1dbni06/is_any_llm_context_preprocessing_called_rag/ | blafri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbni06 | false | null | t3_1dbni06 | /r/LocalLLaMA/comments/1dbni06/is_any_llm_context_preprocessing_called_rag/ | false | false | self | 1 | null |
Are LLMs proactive? | 25 | I am working on a research that tries to find if LLMs are proactive, or how to make them proactive. I came across this paper (https://arxiv.org/abs/2305.13626) that uses prompts to make the LLM proactive.
I was wondering if someone has experience with it or a direction. I haven't seen many papers on this topic and I'm... | 2024-06-09T06:36:03 | https://www.reddit.com/r/LocalLLaMA/comments/1dbnd7z/are_llms_proactive/ | kanjurer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbnd7z | false | null | t3_1dbnd7z | /r/LocalLLaMA/comments/1dbnd7z/are_llms_proactive/ | false | false | self | 25 | null |
Fine tuning a 7B model to generate DOM-like data in JSON format | 1 | [removed] | 2024-06-09T06:28:56 | https://www.reddit.com/r/LocalLLaMA/comments/1dbn9b6/fine_tuning_a_7b_model_to_generate_domlike_data/ | Vaibhav_Sinha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbn9b6 | false | null | t3_1dbn9b6 | /r/LocalLLaMA/comments/1dbn9b6/fine_tuning_a_7b_model_to_generate_domlike_data/ | false | false | self | 1 | null |
How do I get subtitle editing working? | 3 | I'm using LM Studio ROCm and I can't get what I want, no matter which model I use.
Use case / background:
I'm copying content from an SRT that may or may not be correct - the timings are sometimes off. I'd like to be able for the model to generate what I've pasted and output with the correct timings.
What's happ... | 2024-06-09T05:54:40 | https://www.reddit.com/r/LocalLLaMA/comments/1dbmq88/how_do_i_get_subtitle_editing_working/ | recentlyquitsmoking2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbmq88 | false | null | t3_1dbmq88 | /r/LocalLLaMA/comments/1dbmq88/how_do_i_get_subtitle_editing_working/ | false | false | self | 3 | null |
Building RAG with video data | 1 | [removed] | 2024-06-09T05:05:29 | https://www.reddit.com/r/LocalLLaMA/comments/1dblyrr/building_rag_with_video_data/ | dphntm1020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dblyrr | false | null | t3_1dblyrr | /r/LocalLLaMA/comments/1dblyrr/building_rag_with_video_data/ | false | false | self | 1 | null |
Ways to get native windows UI around a gguf model? | 1 | [removed] | 2024-06-09T04:54:18 | https://www.reddit.com/r/LocalLLaMA/comments/1dbls4k/ways_to_get_native_windows_ui_around_a_gguf_model/ | snowpixelapp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbls4k | false | null | t3_1dbls4k | /r/LocalLLaMA/comments/1dbls4k/ways_to_get_native_windows_ui_around_a_gguf_model/ | false | false | self | 1 | null |
Llamion-14B-LongChat: Orion 14B 200K converted to llama format | 33 | 2024-06-09T04:42:20 | https://huggingface.co/vaiv/GeM2-Llamion-14B-LongChat | Downtown-Case-1755 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1dbll7t | false | null | t3_1dbll7t | /r/LocalLLaMA/comments/1dbll7t/llamion14blongchat_orion_14b_200k_converted_to/ | false | false | 33 | {'enabled': False, 'images': [{'id': 'cv1k2uk4Dq1RNCJcT9C1iiwU9Z013k8eUzseKXCDF9Q', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rmliKx6KESgfDh8s8am3SWWV2n1U09ZS0-zmMXfWpgU.jpg?width=108&crop=smart&auto=webp&s=28bc96f4ac62f624c39e200eaa267cf0e5854f3a', 'width': 108}, {'height': 116, 'url': 'h... | ||
Finetuning for making a template description. | 1 | [removed] | 2024-06-09T04:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/1dbl1n4/finetuning_for_making_a_template_description/ | DonTizi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbl1n4 | false | null | t3_1dbl1n4 | /r/LocalLLaMA/comments/1dbl1n4/finetuning_for_making_a_template_description/ | false | false | self | 1 | null |
Help Finalize GPU for First Build, RTX 3060, 4060 vs A770 Arc. | 0 | Hi everyone, pricing in my country convertered is as follows.
- 3060 is 300 USD
- 4060 is 320 USD
- A770 is 380 USD
My use case is,
- 1080p or 1440p 100Hz gaming.
- to be able to run SDXL at decent speed like 1 image in 30 secs
- to run Llama3 level models at around 40 tokens per sec.
Gaming 60-70% priority and rest... | 2024-06-09T04:07:12 | https://www.reddit.com/r/LocalLLaMA/comments/1dbl0vu/help_finalize_gpu_for_first_build_rtx_3060_4060/ | dVizerrr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbl0vu | false | null | t3_1dbl0vu | /r/LocalLLaMA/comments/1dbl0vu/help_finalize_gpu_for_first_build_rtx_3060_4060/ | false | false | self | 0 | null |
Finetuning model for a description template | 1 | [removed] | 2024-06-09T03:57:46 | https://www.reddit.com/r/LocalLLaMA/comments/1dbkurx/finetuning_model_for_a_description_template/ | DonTizi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbkurx | false | null | t3_1dbkurx | /r/LocalLLaMA/comments/1dbkurx/finetuning_model_for_a_description_template/ | false | false | self | 1 | null |
Your thoughts about Buffer of thoughts | 1 | [removed] | 2024-06-09T03:53:39 | https://arxiv.org/abs/2406.04271 | jai_5urya | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1dbkscv | false | null | t3_1dbkscv | /r/LocalLLaMA/comments/1dbkscv/your_thoughts_about_buffer_of_thoughts/ | false | false | default | 1 | null |
I built a small tool to run hyperparameter search over generation parameters of an LLM - llmsearch | 36 | I worked on a few-shot question answering task quite some time back with GPT-J, I found generation parameters to be quite crucial in getting the right output, so made this small tool which has a scikit-learn like interface to run hyperparameter search.
Would love for folks to try out and get feedback!
Repo - [https:/... | 2024-06-09T03:50:10 | https://www.reddit.com/r/LocalLLaMA/comments/1dbkqc1/i_built_a_small_tool_to_run_hyperparameter_search/ | Praful932 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbkqc1 | false | null | t3_1dbkqc1 | /r/LocalLLaMA/comments/1dbkqc1/i_built_a_small_tool_to_run_hyperparameter_search/ | false | false | 36 | {'enabled': False, 'images': [{'id': 'fMkYOIknCY_c1areYk5Ub1JssJxrxK43ZWzBMNd9Rv4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z5wi2NhzhXiCwevsqHjtfwH-O0kT2dB8mqWxDRS-Qso.jpg?width=108&crop=smart&auto=webp&s=6a993364e2bd311c8b2310af82708f224a0aef4b', 'width': 108}, {'height': 108, 'url': 'h... | |
I built a small tool to run hyperparameter search over generation parameters of an LLM - llmsearch | 1 | [removed] | 2024-06-09T03:47:24 | https://www.reddit.com/r/LocalLLaMA/comments/1dbkol4/i_built_a_small_tool_to_run_hyperparameter_search/ | Praful932 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbkol4 | false | null | t3_1dbkol4 | /r/LocalLLaMA/comments/1dbkol4/i_built_a_small_tool_to_run_hyperparameter_search/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'fMkYOIknCY_c1areYk5Ub1JssJxrxK43ZWzBMNd9Rv4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z5wi2NhzhXiCwevsqHjtfwH-O0kT2dB8mqWxDRS-Qso.jpg?width=108&crop=smart&auto=webp&s=6a993364e2bd311c8b2310af82708f224a0aef4b', 'width': 108}, {'height': 108, 'url': 'h... | |
I'm not getting an email from llmperformance | 1 | 2024-06-09T02:20:46 | ReighLing | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1dbj4c8 | false | null | t3_1dbj4c8 | /r/LocalLLaMA/comments/1dbj4c8/im_not_getting_an_email_from_llmperformance/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'qXQM-WcCHZzAxVpWQbEiMENyDlogh1NQ2G9cj6KzvjY', 'resolutions': [{'height': 42, 'url': 'https://preview.redd.it/efnobx0mhg5d1.png?width=108&crop=smart&auto=webp&s=b18c5a455ce50d72040a62dd6f7b352d47443ffc', 'width': 108}, {'height': 84, 'url': 'https://preview.redd.it/efnobx0mhg5d1.png?... | |||
Gigabyte "AI Top" desktop | 44 | I just ran across this from Gigabyte. I'm not sure how real it is, it's not on my Amazon? But cool to see that LocalLLaMA is becoming a "target market"
[GIGABYTE AI TOP - GIGABYTE Global](https://www.gigabyte.com/WebPage/1079/)
Up to 192GB VRAM using 4xATI W7900 (48GB two slot gpu). AI Training utility.
http... | 2024-06-09T02:07:59 | https://www.reddit.com/r/LocalLLaMA/comments/1dbivpr/gigabyte_ai_top_desktop/ | Disastrous-Peak7040 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbivpr | false | null | t3_1dbivpr | /r/LocalLLaMA/comments/1dbivpr/gigabyte_ai_top_desktop/ | false | false | 44 | {'enabled': False, 'images': [{'id': 'QW6jsBKIl0YlkHvyZQmRoOInD5irYtGpr7c-N-H3QEg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nCMpBtdI8jGPn39BJtlG-FrFi_N47-7OKEi5GJ1gM6I.jpg?width=108&crop=smart&auto=webp&s=67770e511c76f1c44369bb364f927842f2b5cc14', 'width': 108}, {'height': 113, 'url': 'h... | |
What Open Source LLM Apps Have Boosted Your Productivity? | 157 | I’m curious about what applications or tools using open-source large language models have genuinely boosted your productivity or changed how you work.
I see a lot of different tools/projects mentioned, but it’s hard to tell which ones are really worth it. What have you found to be truly useful and not just hype?
Than... | 2024-06-09T01:31:27 | https://www.reddit.com/r/LocalLLaMA/comments/1dbi7yv/what_open_source_llm_apps_have_boosted_your/ | Hinged31 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbi7yv | false | null | t3_1dbi7yv | /r/LocalLLaMA/comments/1dbi7yv/what_open_source_llm_apps_have_boosted_your/ | false | false | self | 157 | null |
Shocking Updates From Apple this week at WWDC 2024 - I still have questions about the GPT-4o api docs and the demo - Is there a "Secret API" only Apple will have | 0 | There is something from the demo that still naws at me. Mira said, that the 4o model reasons across voice (audio), text, and vision (video).
I still don't see any indicators of this for api usage and consumption whatsoever.
Firstly, I am asking is this a model consolidations from an api perspective for creators or is... | 2024-06-09T01:04:39 | https://www.reddit.com/r/LocalLLaMA/comments/1dbhpww/shocking_updates_from_apple_this_week_at_wwdc/ | Xtianus21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbhpww | false | null | t3_1dbhpww | /r/LocalLLaMA/comments/1dbhpww/shocking_updates_from_apple_this_week_at_wwdc/ | false | false | self | 0 | null |
GPU Suggestions For An Existing Build For Running Ollama and Llama3/Qwen/Other Models | 0 | OK, here is is what I'm currently running as hardware for normal system use.
NOTE: I am on retirement Social Security income and can NOT afford GPUs over $500-600 without saving for several months, which I'd prefer NOT to do.
I am interested in experimenting with locally run AI model such as Llama3, the Qwen series,... | 2024-06-09T00:50:42 | https://www.reddit.com/r/LocalLLaMA/comments/1dbhg7n/gpu_suggestions_for_an_existing_build_for_running/ | richardstevenhack | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbhg7n | false | null | t3_1dbhg7n | /r/LocalLLaMA/comments/1dbhg7n/gpu_suggestions_for_an_existing_build_for_running/ | false | false | self | 0 | null |
How to clear or disable user chat history | 1 | [removed] | 2024-06-09T00:29:14 | https://www.reddit.com/r/LocalLLaMA/comments/1dbh1it/how_to_clear_or_disable_user_chat_history/ | Devops_143 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbh1it | false | null | t3_1dbh1it | /r/LocalLLaMA/comments/1dbh1it/how_to_clear_or_disable_user_chat_history/ | false | false | self | 1 | null |
Parenting LLMs | 1 | [removed] | 2024-06-09T00:02:50 | https://www.reddit.com/r/LocalLLaMA/comments/1dbgivh/parenting_llms/ | True_Shopping8898 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbgivh | false | null | t3_1dbgivh | /r/LocalLLaMA/comments/1dbgivh/parenting_llms/ | false | false | self | 1 | null |
Best Open Source Vision Model? | 24 | What is in your opinion the best open Source vision model? I have recently started using Mini-InternVL-Chat-4B-V1-5 and think its not bad, especially for its size, but i wonder what kind of models the people here prefer and maybe also for what purpose the model would be best for. | 2024-06-08T23:56:34 | https://www.reddit.com/r/LocalLLaMA/comments/1dbge24/best_open_source_vision_model/ | StrangeImagination5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbge24 | false | null | t3_1dbge24 | /r/LocalLLaMA/comments/1dbge24/best_open_source_vision_model/ | false | false | self | 24 | null |
How can Groq be free? | 1 | [removed] | 2024-06-08T23:49:17 | https://www.reddit.com/r/LocalLLaMA/comments/1dbg8u5/how_can_groq_be_free/ | djward888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbg8u5 | false | null | t3_1dbg8u5 | /r/LocalLLaMA/comments/1dbg8u5/how_can_groq_be_free/ | false | false | self | 1 | null |
What are the capabilities of llms smaller than 7B params. | 50 | So I just saw the latest qwen2 models family, and they interestingly hav models all the way down to 0.5B
I am wondering what are the capabilities and limits of such sizes.
Would they work well with something like a local phone assistant? Or maybe in app embedded chat? Or do they lack any real usage? | 2024-06-08T23:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/1dbg6uy/what_are_the_capabilities_of_llms_smaller_than_7b/ | abol3z | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbg6uy | false | null | t3_1dbg6uy | /r/LocalLLaMA/comments/1dbg6uy/what_are_the_capabilities_of_llms_smaller_than_7b/ | false | false | self | 50 | null |
Anyone have screenshots of Llama 3 repetition problem to add to my YT video? | 1 | [removed] | 2024-06-08T23:39:22 | https://www.reddit.com/r/LocalLLaMA/comments/1dbg1hl/anyone_have_screenshots_of_llama_3_repetition/ | vectro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbg1hl | false | null | t3_1dbg1hl | /r/LocalLLaMA/comments/1dbg1hl/anyone_have_screenshots_of_llama_3_repetition/ | false | false | self | 1 | null |
How to Distribute LLM Models Across Multiple GPUs on Different Hosts? | 1 | [removed] | 2024-06-08T23:37:10 | https://www.reddit.com/r/LocalLLaMA/comments/1dbfzwu/how_to_distribute_llm_models_across_multiple_gpus/ | Dramatic-Rub-7654 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbfzwu | false | null | t3_1dbfzwu | /r/LocalLLaMA/comments/1dbfzwu/how_to_distribute_llm_models_across_multiple_gpus/ | false | false | self | 1 | null |
Comparing GPU hardware available on Colab [OC] | 33 | 2024-06-08T22:32:40 | grey-seagull | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1dben8v | false | null | t3_1dben8v | /r/LocalLLaMA/comments/1dben8v/comparing_gpu_hardware_available_on_colab_oc/ | false | false | 33 | {'enabled': True, 'images': [{'id': 'twBswpxiTQYVoPg8D6MOjJT3MS-9y6GfCs4oSWDHrPg', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/fix591mdcf5d1.png?width=108&crop=smart&auto=webp&s=892c7080e3b34d37f05010d07b389ae5fa4776c2', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/fix591mdcf5d1.png... | |||
The Dark Side of Free AI Models: Hallucinations and How to Spot Them | 1 | [removed] | 2024-06-08T22:18:01 | https://www.reddit.com/r/LocalLLaMA/comments/1dbec20/the_dark_side_of_free_ai_models_hallucinations/ | un0wn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbec20 | false | null | t3_1dbec20 | /r/LocalLLaMA/comments/1dbec20/the_dark_side_of_free_ai_models_hallucinations/ | false | false | self | 1 | null |
Format a big document into a readable document. | 1 | [removed] | 2024-06-08T22:13:22 | https://www.reddit.com/r/LocalLLaMA/comments/1dbe8gx/format_a_big_document_into_a_readable_document/ | Aimbot181 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbe8gx | false | null | t3_1dbe8gx | /r/LocalLLaMA/comments/1dbe8gx/format_a_big_document_into_a_readable_document/ | false | false | 1 | null | |
Can Google Colab be used to fine-tune a model? | 9 | I need to create a neural network for my degree project, I am in a company, but unfortunately the laptop that was given to me cannot in any way move an LLM locally with Ollama, Due to several issues, the company still hasn't told me anything to fix that, so today I tried to use Colab to perform the process, but I found... | 2024-06-08T22:11:02 | https://www.reddit.com/r/LocalLLaMA/comments/1dbe6np/can_google_colab_be_used_to_finetune_a_model/ | sammoga123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbe6np | false | null | t3_1dbe6np | /r/LocalLLaMA/comments/1dbe6np/can_google_colab_be_used_to_finetune_a_model/ | false | false | self | 9 | null |
Can't train any model in Google Colab | 1 | [removed] | 2024-06-08T21:13:50 | https://www.reddit.com/r/LocalLLaMA/comments/1dbczcw/cant_train_any_model_in_google_colab/ | yukiarimo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbczcw | false | null | t3_1dbczcw | /r/LocalLLaMA/comments/1dbczcw/cant_train_any_model_in_google_colab/ | false | false | self | 1 | null |
Learning a new language in the age of AI. Is it worth it 🤔 | 0 | ** Feel free to skip to the end. Where the important part of my question is.
Who: I'm a hobbyist software engineer. I say hobbyist because I've coded for 20 yrs out of pure passion. Not for money. I know around 4 languages but really after you know 2 or 3 you know them all. This is beside the point just some backgrou... | 2024-06-08T21:06:36 | https://www.reddit.com/r/LocalLLaMA/comments/1dbctrd/learning_a_new_language_in_the_age_of_ai_is_it/ | 1EvilSexyGenius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbctrd | false | null | t3_1dbctrd | /r/LocalLLaMA/comments/1dbctrd/learning_a_new_language_in_the_age_of_ai_is_it/ | false | false | self | 0 | null |
Should I return my 4060 TI 16GB ($450) and get a P40 24GB ($250) instead? | 1 | [removed] | 2024-06-08T20:59:54 | https://www.reddit.com/r/LocalLLaMA/comments/1dbcokd/should_i_return_my_4060_ti_16gb_450_and_get_a_p40/ | jaygreen720 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbcokd | false | null | t3_1dbcokd | /r/LocalLLaMA/comments/1dbcokd/should_i_return_my_4060_ti_16gb_450_and_get_a_p40/ | false | false | self | 1 | null |
Local Deployment of Llama 3 70B or Mixtral 8x22B with Tool Calling | 10 | Hey everyone,
I'm working on deploying Llama 3 70B or Mixtral 8x22B Instruct models locally. My goal is to have a setup that's compliant with OpenAI's package standards and supports function/tool calling from frameworks like LangChain.
Has anyone here successfully done this? Any tips, resources, or guidance would be ... | 2024-06-08T20:59:46 | https://www.reddit.com/r/LocalLLaMA/comments/1dbcohj/local_deployment_of_llama_3_70b_or_mixtral_8x22b/ | gittb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbcohj | false | null | t3_1dbcohj | /r/LocalLLaMA/comments/1dbcohj/local_deployment_of_llama_3_70b_or_mixtral_8x22b/ | false | false | self | 10 | null |
Using LLM's for highly classified data | 41 | Are there any instances that you have experience with or know of, where the need for hosting a local LLM stems from the data being classified or particularly sensitive? I am curious if people have use-cases where e.g. Azure OpenAI cannot be used because of this? | 2024-06-08T20:55:18 | https://www.reddit.com/r/LocalLLaMA/comments/1dbcl5g/using_llms_for_highly_classified_data/ | somewhat_advanced | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbcl5g | false | null | t3_1dbcl5g | /r/LocalLLaMA/comments/1dbcl5g/using_llms_for_highly_classified_data/ | false | false | self | 41 | null |
GPU advice. Need help of user's experience of wha to choose. | 1 | [removed] | 2024-06-08T20:27:40 | https://www.reddit.com/r/LocalLLaMA/comments/1dbc03p/gpu_advice_need_help_of_users_experience_of_wha/ | gdelucasde | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbc03p | false | null | t3_1dbc03p | /r/LocalLLaMA/comments/1dbc03p/gpu_advice_need_help_of_users_experience_of_wha/ | false | false | self | 1 | null |
Need partner for making open-source LLM and AI project | 1 | [removed] | 2024-06-08T19:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1dbb0s3/need_partner_for_making_opensource_llm_and_ai/ | Ok-Director-7449 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dbb0s3 | false | null | t3_1dbb0s3 | /r/LocalLLaMA/comments/1dbb0s3/need_partner_for_making_opensource_llm_and_ai/ | false | false | self | 1 | null |
I made a UI + backend for search + RAG and need help improving it | 7 | Hi everyone, I made a project that is a response engine (similar to Perplexity). It uses DuckDuckGo for search, scrapes the pages and enriches the UI with the scrape results. The goal is to have a privacy focused answer engine.
I'm not very good with prompts so I need advice to improve them. I'd also need advice on ho... | 2024-06-08T18:44:27 | https://www.reddit.com/r/LocalLLaMA/comments/1db9qfl/i_made_a_ui_backend_for_search_rag_and_need_help/ | vincentdnl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db9qfl | false | null | t3_1db9qfl | /r/LocalLLaMA/comments/1db9qfl/i_made_a_ui_backend_for_search_rag_and_need_help/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': '4KQb10aOOguAv1nwDQw2FuEfu7vHrxgNb-rSqe6RkjA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/R9W9ShY0Etx3Oe3HJCHvKUoBMwxmlK-IHskpWKxhAcM.jpg?width=108&crop=smart&auto=webp&s=f4dbf8668ec0ebd24f8479f2df0f1992530c5479', 'width': 108}, {'height': 108, 'url': 'h... |
Qwen2 7B before the Flash Attention fix: | 5 | 2024-06-08T18:43:12 | Porespellar | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1db9pfx | false | null | t3_1db9pfx | /r/LocalLLaMA/comments/1db9pfx/qwen2_7b_before_the_flash_attention_fix/ | false | false | 5 | {'enabled': True, 'images': [{'id': 'GRcpffv7eK6NMDvft3y2JehnwGkkrTtFreVIuAj_k50', 'resolutions': [{'height': 77, 'url': 'https://preview.redd.it/nvsph1g08e5d1.jpeg?width=108&crop=smart&auto=webp&s=45bad616957745d80402d7003728ec685670a08a', 'width': 108}, {'height': 155, 'url': 'https://preview.redd.it/nvsph1g08e5d1.jp... | |||
RAG for Documents with Advanced Source Citations & Referencing: Pinpointing Page-Numbers, Incorporating Extracted Images, Text-highlighting & Document-Readers alongside Local LLM-generated Responses - Now Open-Sourced! | 177 | Open Sourcing my Citation-Centric Local-LLM Application: RAG with your LLM of choice, with your documents, on your machine
Introducing LARS: The LLM & Advanced Referencing Solution! There are many desktop applications for running LLMs locally, but LARS aims to be the ultimate open-source RAG-centric LLM application.
... | 2024-06-08T18:21:12 | https://youtu.be/Mam1i86n8sU?si=aJeF_1k9K-kRQbxg | AbheekG | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1db98el | false | {'oembed': {'author_name': 'Abheek Gulati', 'author_url': 'https://www.youtube.com/@abheekgulati8551', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/Mam1i86n8sU?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; g... | t3_1db98el | /r/LocalLLaMA/comments/1db98el/rag_for_documents_with_advanced_source_citations/ | false | false | 177 | {'enabled': False, 'images': [{'id': '_EEQnLh0D1l9HksQw2uyOlEtjC_woGOv2iU1NtRJCRA', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/KdXaufdyAiEenYa3FhBFyODvicib9xpd_srlnCv0wlg.jpg?width=108&crop=smart&auto=webp&s=7263d9d5c9982af60ff6eec23178333fb59a78cc', 'width': 108}, {'height': 162, 'url': 'h... | |
How and where do Novita.ai and Openrouter host their models? | 8 | Do they host them on aws and azure and just resell access? how do they do it? | 2024-06-08T18:17:00 | https://www.reddit.com/r/LocalLLaMA/comments/1db9539/how_and_where_do_novitaai_and_openrouter_host/ | mmkostov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db9539 | false | null | t3_1db9539 | /r/LocalLLaMA/comments/1db9539/how_and_where_do_novitaai_and_openrouter_host/ | false | false | self | 8 | null |
A beginners guide to running open large language models locally | 1 | [removed] | 2024-06-08T17:52:44 | https://www.reddit.com/r/LocalLLaMA/comments/1db8lc3/a_beginners_guide_to_running_open_large_language/ | TheGabmeister | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db8lc3 | false | null | t3_1db8lc3 | /r/LocalLLaMA/comments/1db8lc3/a_beginners_guide_to_running_open_large_language/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'MznXqYW0xcBkyXI5FcsER0W3064EGHZy9Q1qaOW6HPs', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/EulcQ2M6s-NM6Q_p0RZSjQ2Y-D-RhhrOhjJ6YITfaAo.jpg?width=108&crop=smart&auto=webp&s=23f532452ae340bd2fc0cee990db99cb1981a793', 'width': 108}, {'height': 145, 'url': 'h... |
Need Help Integrating Knowledge Graph into RAG System | 1 | [removed] | 2024-06-08T17:12:38 | https://www.reddit.com/r/LocalLLaMA/comments/1db7qfd/need_help_integrating_knowledge_graph_into_rag/ | CommunicationFar8727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db7qfd | false | null | t3_1db7qfd | /r/LocalLLaMA/comments/1db7qfd/need_help_integrating_knowledge_graph_into_rag/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'dKaF1XzupyCIyZrJFaTlJDvSh04wSrC5Cflrnagrf0c', 'resolutions': [{'height': 87, 'url': 'https://external-preview.redd.it/WAFOvyJVvFe2hfBu4F67-plODDseone8di3r2ULrzJA.jpg?width=108&crop=smart&auto=webp&s=51098157497093e9cf006246e841a9dda30522c2', 'width': 108}, {'height': 175, 'url': 'h... |
Is a MBP with a bunch of RAM still the best way to run the most powerful open models locally? | 1 | [removed] | 2024-06-08T15:48:38 | https://www.reddit.com/r/LocalLLaMA/comments/1db5wh1/is_a_mbp_with_a_bunch_of_ram_still_the_best_way/ | actuallycloudstrife | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db5wh1 | false | null | t3_1db5wh1 | /r/LocalLLaMA/comments/1db5wh1/is_a_mbp_with_a_bunch_of_ram_still_the_best_way/ | false | false | self | 1 | null |
We've been building the ultimate open source RAG backend and are launching our V2
| 1 | [removed] | 2024-06-08T15:45:40 | https://www.reddit.com/r/LocalLLaMA/comments/1db5u9t/weve_been_building_the_ultimate_open_source_rag/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db5u9t | false | null | t3_1db5u9t | /r/LocalLLaMA/comments/1db5u9t/weve_been_building_the_ultimate_open_source_rag/ | false | false | self | 1 | null |
tacheles: a blueprint for building LLM apps | 29 | 2024-06-08T15:36:45 | https://github.com/mgerstgrasser/tacheles | mg7528 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1db5ndu | false | null | t3_1db5ndu | /r/LocalLLaMA/comments/1db5ndu/tacheles_a_blueprint_for_building_llm_apps/ | false | false | 29 | {'enabled': False, 'images': [{'id': 'ffRkAnXS6OQKJMXS-Nq9qupXrXmPxJz1V3KzIvdemt4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/bEyNgp4GoscuD-PE3-ubJU-pfBff3pptYvM5RP_vnaY.jpg?width=108&crop=smart&auto=webp&s=a1625b94c6ba16f29bc1e7f6e41b0efdef01102e', 'width': 108}, {'height': 108, 'url': 'h... | ||
How do I deploy ML models (LLMs) nowadays? | 1 | [removed] | 2024-06-08T15:27:57 | https://www.reddit.com/r/LocalLLaMA/comments/1db5glx/how_do_i_deploy_ml_models_llms_nowadays/ | ricafernandes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db5glx | false | null | t3_1db5glx | /r/LocalLLaMA/comments/1db5glx/how_do_i_deploy_ml_models_llms_nowadays/ | false | false | self | 1 | null |
Come and get your JB. They also released a paper. | 57 | 2024-06-08T15:22:51 | https://github.com/verazuo/jailbreak_llms | a_beautiful_rhind | github.com | 1970-01-01T00:00:00 | 0 | {} | 1db5cod | false | null | t3_1db5cod | /r/LocalLLaMA/comments/1db5cod/come_and_get_your_jb_they_also_released_a_paper/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'WV03XsSr2BN8SfCfSZECmRyLu4XIHf9jTIWHykNMD7k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9lpP9Nnf139dBjg0vG7aCFHqeTZal9ZM5eynr_a68OU.jpg?width=108&crop=smart&auto=webp&s=311ad8ea8154d2789d9c52319a40dea7d04e0d54', 'width': 108}, {'height': 108, 'url': 'h... | ||
Error when trying to Distribute load of LLM models between two GPUs in a Kubernetes cluster | 1 | [removed] | 2024-06-08T14:59:43 | https://www.reddit.com/r/LocalLLaMA/comments/1db4ujl/error_when_trying_to_distribute_load_of_llm/ | Dramatic-Rub-7654 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db4ujl | false | null | t3_1db4ujl | /r/LocalLLaMA/comments/1db4ujl/error_when_trying_to_distribute_load_of_llm/ | false | false | self | 1 | null |
Best 13b out there? | 1 | [removed] | 2024-06-08T14:59:19 | https://www.reddit.com/r/LocalLLaMA/comments/1db4u9s/best_13b_out_there/ | FBIFreezeNow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db4u9s | false | null | t3_1db4u9s | /r/LocalLLaMA/comments/1db4u9s/best_13b_out_there/ | false | false | self | 1 | null |
First Time Install w/Nvidia GPU - "NVIDIA-SMI failed to communicate" - Help! | 1 | [removed] | 2024-06-08T14:54:25 | https://www.reddit.com/r/LocalLLaMA/comments/1db4qky/first_time_install_wnvidia_gpu_nvidiasmi_failed/ | I-heart-java | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db4qky | false | null | t3_1db4qky | /r/LocalLLaMA/comments/1db4qky/first_time_install_wnvidia_gpu_nvidiasmi_failed/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'iNQB8GwThPCsRxQJxFxz3KOYVsZ4de3gFC-vqUSMz30', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/QRxriCKYeaQO1Qggc-_1gLbpHATMuiHacI_UtaFLjJs.jpg?width=108&crop=smart&auto=webp&s=9fdec543eac2ed7d7bee6129694cbcb19c930d64', 'width': 108}, {'height': 108, 'url': 'h... |
RAM used by LLAMA 3 8b on android phone | 3 | Hello everyone, I am planning to install LLAMA on new phone, specifically POCO F6, Snapdragon 8s gen 3 with 12GB ram.
I would like to know if I have enough ram to run the said model. Or if 12GB is not sufficient, I may have to find quantified models, what is the biggest model I can accommodate on a debloated phone?
... | 2024-06-08T14:33:09 | https://www.reddit.com/r/LocalLLaMA/comments/1db4acc/ram_used_by_llama_3_8b_on_android_phone/ | Exciting-Possible773 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db4acc | false | null | t3_1db4acc | /r/LocalLLaMA/comments/1db4acc/ram_used_by_llama_3_8b_on_android_phone/ | false | false | self | 3 | null |
Vector database for running embedded on IOS / Android? | 12 | I've been searching for vector databases on mobile, but so far found no good paths. Would love recommendations! | 2024-06-08T14:05:25 | https://www.reddit.com/r/LocalLLaMA/comments/1db3pra/vector_database_for_running_embedded_on_ios/ | alew3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db3pra | false | null | t3_1db3pra | /r/LocalLLaMA/comments/1db3pra/vector_database_for_running_embedded_on_ios/ | false | false | self | 12 | null |
Qwen2 arena results: Lands at pos 15. Llama-3 70b at 11. | 99 | Rank would be better if leaderboard had a mode of only one model per company. Currently OpenAI and Google hold several top spots.
[https://chat.lmsys.org/?leaderboard](https://chat.lmsys.org/?leaderboard)
For Chinese arena Qwen2 is behind Yi-large-preview and Qwen max at rank 7.
For English questions it has a rank ... | 2024-06-08T13:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/1db3219/qwen2_arena_results_lands_at_pos_15_llama3_70b_at/ | danielcar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db3219 | false | null | t3_1db3219 | /r/LocalLLaMA/comments/1db3219/qwen2_arena_results_lands_at_pos_15_llama3_70b_at/ | false | false | self | 99 | null |
Is 8-GPU server for LLM inference feasible? | 1 | [removed] | 2024-06-08T13:14:49 | https://www.reddit.com/r/LocalLLaMA/comments/1db2pyc/is_8gpu_server_for_llm_inference_feasible/ | kygyty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db2pyc | false | null | t3_1db2pyc | /r/LocalLLaMA/comments/1db2pyc/is_8gpu_server_for_llm_inference_feasible/ | false | false | self | 1 | null |
Common Agentic workflow patterns | 1 | [removed] | 2024-06-08T12:58:05 | https://www.reddit.com/gallery/1db2ehq | masteringllm | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1db2ehq | false | null | t3_1db2ehq | /r/LocalLLaMA/comments/1db2ehq/common_agentic_workflow_patterns/ | false | false | 1 | null | |
🐺🐦⬛ Unjust X/Twitter Ban - notice and discussion of alternatives | 0 | This should have been a post about my new, improved Model Comparison/Tests that I've been working on since my last post, but instead of finishing that, I'm now fighting an unwarranted Twitter/X ban! Since I've been most active over there, and some of you follow me there as well, excuse me for bringing this here as I ca... | 2024-06-08T12:10:31 | https://www.reddit.com/r/LocalLLaMA/comments/1db1j5n/unjust_xtwitter_ban_notice_and_discussion_of/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db1j5n | false | null | t3_1db1j5n | /r/LocalLLaMA/comments/1db1j5n/unjust_xtwitter_ban_notice_and_discussion_of/ | false | false | self | 0 | null |
Operating System and Software Applications A.I. generated GUI/Front end | 0 | Hi guys,
I'm wondering if there are some projects, that uses AI models to draw the entire interfaces of the software. Took for example a simple calculator app, where the logic is written in classic programming language, that pass to a sort of langchain and then the AI models that draw the interface in a window of the O... | 2024-06-08T12:09:54 | https://www.reddit.com/r/LocalLLaMA/comments/1db1ira/operating_system_and_software_applications_ai/ | r3dsc4n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db1ira | false | null | t3_1db1ira | /r/LocalLLaMA/comments/1db1ira/operating_system_and_software_applications_ai/ | false | false | self | 0 | null |
What is a good case for 2 or 3 multi GPU setup? | 1 | [removed] | 2024-06-08T12:05:11 | https://www.reddit.com/r/LocalLLaMA/comments/1db1fsi/what_is_a_good_case_for_2_or_3_multi_gpu_setup/ | T0beyi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db1fsi | false | null | t3_1db1fsi | /r/LocalLLaMA/comments/1db1fsi/what_is_a_good_case_for_2_or_3_multi_gpu_setup/ | false | false | self | 1 | null |
Are these cheap prices for a cloud GPU provider? | 1 | [removed] | 2024-06-08T10:58:54 | https://www.reddit.com/r/LocalLLaMA/comments/1db0bv2/are_these_cheap_prices_for_a_cloud_gpu_provider/ | ClinkingDoorKnob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1db0bv2 | false | null | t3_1db0bv2 | /r/LocalLLaMA/comments/1db0bv2/are_these_cheap_prices_for_a_cloud_gpu_provider/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Ukw6cpdyJ9w5KGvalL7rfGJehH4AmFBFi_riZmKpumA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/p8b1ykfSiGhfKDFzQg3j7cdoAdTJumboJos1IVu4JxI.jpg?width=108&crop=smart&auto=webp&s=1bd8bc113fd0ed8431933155fefbe1dc4b3a5895', 'width': 108}, {'height': 113, 'url': 'h... |
llama.cpp vs mlx on Mac | 13 | Maybe there are any fresh benchmarks comparing speed or memory efficiency? Or maybe somebody’s personal experience? | 2024-06-08T10:29:38 | https://www.reddit.com/r/LocalLLaMA/comments/1dazwoo/llamacpp_vs_mlx_on_mac/ | maxhsy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dazwoo | false | null | t3_1dazwoo | /r/LocalLLaMA/comments/1dazwoo/llamacpp_vs_mlx_on_mac/ | false | false | self | 13 | null |
Penetration Testing with the help of LLMs? | 2 | Hi Everyone,
For the past couple of months I have been trying to use LLMs for automated Penetration Testing of websites. I have finally made an early version of it called as Peneterrer ( [https://peneterrer.com](https://peneterrer.com) ) .
While Making Peneterrer, I learnt some crucial things, so I though I would sh... | 2024-06-08T10:21:32 | https://www.reddit.com/r/LocalLLaMA/comments/1dazsj3/penetration_testing_with_the_help_of_llms/ | Illustrious-Ad-497 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dazsj3 | false | null | t3_1dazsj3 | /r/LocalLLaMA/comments/1dazsj3/penetration_testing_with_the_help_of_llms/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'zRdd1tXyBwryNqS49f9bE2Ku60vjHdNym6qaAQLlYaA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/36kOl87AVKEb6Q3bHrdkmTaE0-qAHnRY6F3OfB9xF50.jpg?width=108&crop=smart&auto=webp&s=9f1965a84fc71d5c1907f687ce34428d224aa9e4', 'width': 108}, {'height': 121, 'url': 'h... |
Laptop buying advice | 1 | [removed] | 2024-06-08T10:08:54 | https://www.reddit.com/r/LocalLLaMA/comments/1dazm3s/laptop_buying_advice/ | Orph3us42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dazm3s | false | null | t3_1dazm3s | /r/LocalLLaMA/comments/1dazm3s/laptop_buying_advice/ | false | false | self | 1 | null |
Test | 1 | 2024-06-08T10:03:31 | Dazzling_Watch_8370 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1dazja0 | false | null | t3_1dazja0 | /r/LocalLLaMA/comments/1dazja0/test/ | false | false | nsfw | 1 | {'enabled': True, 'images': [{'id': '3FG0b1_kKmui4iHEPXeq3brESAksqnfUUJKCuh4oKGM', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/n0x4fcr7nb5d1.jpeg?width=108&crop=smart&auto=webp&s=033b1456be8b8f69d564602c9098cb59529c6a32', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/n0x4fcr7nb5d1.jp... | ||
What's the simplest way to download models from HF? | 7 | I have a machine where I want to run models offline and use another simple and slow PC to download models.
If I try to use transformers library to download using Python it requires PyTorch library and I want to keep things as simple as possible.
Cloning repo from HF pulls all the weights and files.
What should I use... | 2024-06-08T08:34:53 | https://www.reddit.com/r/LocalLLaMA/comments/1dayaxk/whats_the_simplest_way_to_download_models_from_hf/ | Geksaedr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1dayaxk | false | null | t3_1dayaxk | /r/LocalLLaMA/comments/1dayaxk/whats_the_simplest_way_to_download_models_from_hf/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'j03n3gaeRNfI8Nh5wJWQvHynxhLGy7IyPcdku-Kn4bM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_9RtwDkfymGiL5x1WswyEG7D-6kpo-yy3hBTaaAH1eI.jpg?width=108&crop=smart&auto=webp&s=5e7cd234a7d0cd2e8556ef94e637ef02e11a3d00', 'width': 108}, {'height': 116, 'url': 'h... |
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