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Open WebUI Instance w/ 48GB of VRAM, which models should I load for my users?
1
I want a single model that can do it all and so far a 6 bit quant of Mixtral seems to be pretty good at everything including coding and Ollama is fitting it into the GPUs which is great. Should I look at any more recent models? Maybe one more dedicated to coding? Codellama instruct 70b 6 bit quant has been really hit ...
2024-02-25T20:00:15
https://www.reddit.com/r/LocalLLaMA/comments/1azxa6t/open_webui_instance_w_48gb_of_vram_which_models/
Rollingsound514
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azxa6t
false
null
t3_1azxa6t
/r/LocalLLaMA/comments/1azxa6t/open_webui_instance_w_48gb_of_vram_which_models/
false
false
self
1
null
Buy Tripadvisor Reviews - 100% Non Drop Reviews & High-Quality Service 100% Money Return. 100% Manual Work
1
2024-02-25T19:33:13
https://trustreviewsit.com/product/buy-tripadvisor-reviews/
Dependent-Matter-430
trustreviewsit.com
1970-01-01T00:00:00
0
{}
1azwlwy
false
null
t3_1azwlwy
/r/LocalLLaMA/comments/1azwlwy/buy_tripadvisor_reviews_100_non_drop_reviews/
false
false
https://b.thumbs.redditm…EU2iXKEk3UZg.jpg
1
{'enabled': False, 'images': [{'id': 'lhmz1yLKRSMpvc8ztAGb42Xo_iT2Rwhouvy3lsHyABs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/PSi6tpgo3y_AzSngtLEeEeQcH7LORNp94zJoP7ENXgA.jpg?width=108&crop=smart&auto=webp&s=fba83c596e32ab9dd4e8f6f6ea4cc6efb0b738c5', 'width': 108}, {'height': 216, 'url': '...
Prompt syntax for fine-tuning vs model type?
1
Hello There. I am building up my inner self for my first fine-tuning session. Mostly for self education purposes, but as it does cost me money, I'd like to avoid stupid mistakes. ​ I have a question about an input data format. Looking at AutoTrain docs at HF: [https://huggingface.co/docs/autotrain/llm\_finetu...
2024-02-25T19:21:58
https://www.reddit.com/r/LocalLLaMA/comments/1azwbw3/prompt_syntax_for_finetuning_vs_model_type/
MrVodnik
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azwbw3
false
null
t3_1azwbw3
/r/LocalLLaMA/comments/1azwbw3/prompt_syntax_for_finetuning_vs_model_type/
false
false
default
1
{'enabled': False, 'images': [{'id': '1qj4JA90iWyHuHgwCgwXOji0-wNQ2XTHKieHPDNRMfk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wptlH3fWN6yNka6uZt4C-LfgPufMQSvBP4KJGTvaYtE.jpg?width=108&crop=smart&auto=webp&s=e95b5869ca5b95247225e37304b1f098103b262a', 'width': 108}, {'height': 116, 'url': 'h...
What do you think about finetuning a model on AI research to potentially help solve problems with current day llms?
2
So what if we take a good current gen model and finetune it on all the data we can find about training and inferencing llms like github repos, scientific papers etc. Do you think it would be able to come up with optimizations for inference or training or even new training techniques that improve the performance of mo...
2024-02-25T19:20:53
https://www.reddit.com/r/LocalLLaMA/comments/1azwaz5/what_do_you_think_about_finetuning_a_model_on_ai/
Frequent_Valuable_47
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azwaz5
false
null
t3_1azwaz5
/r/LocalLLaMA/comments/1azwaz5/what_do_you_think_about_finetuning_a_model_on_ai/
false
false
self
2
null
Best approach for large custom knowledge base LLMs?
2
I'm currently working on a chatbot for asking questions about a specific mobile rpg game I play. This game is very niche so pretty much nothing about it is in standard llm training data. The community has already made spreadsheets for a few things such as the different items and monsters that are in the game. Later dow...
2024-02-25T19:08:18
https://www.reddit.com/r/LocalLLaMA/comments/1azvzew/best_approach_for_large_custom_knowledge_base_llms/
RandomTrollface
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvzew
false
null
t3_1azvzew
/r/LocalLLaMA/comments/1azvzew/best_approach_for_large_custom_knowledge_base_llms/
false
false
self
2
null
AMD GPUs of old gen with me ones
1
[removed]
2024-02-25T19:02:01
https://www.reddit.com/r/LocalLLaMA/comments/1azvtpk/amd_gpus_of_old_gen_with_me_ones/
Deep-Yoghurt878
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvtpk
false
null
t3_1azvtpk
/r/LocalLLaMA/comments/1azvtpk/amd_gpus_of_old_gen_with_me_ones/
false
false
self
1
null
Would it be good way to learn transformers and LLMs' basic structure by trying to build something by myself? Not any way coherent, just technically working and at least outputting some gibberish? Goal is understand the basics and try same things people do in llama.cpp and new approaches like Mamba
3
Is there a way to build very small, but coherent model? Something that would not be useful, but predictable, so i can see how my changes in settings and model running code affects the model. Like pretending to use limited language with very easy logic? Say i can simulate language that uses ten words in a very limited ...
2024-02-25T18:59:30
https://www.reddit.com/r/LocalLLaMA/comments/1azvr5y/would_it_be_good_way_to_learn_transformers_and/
WorkingSuspect3007
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvr5y
false
null
t3_1azvr5y
/r/LocalLLaMA/comments/1azvr5y/would_it_be_good_way_to_learn_transformers_and/
false
false
self
3
null
Investigating the impact of dataset used for imatrix (in GGUF) and calibration (in Exl2) on quantized model quality
9
# Background New state of the art quantization methods seem to pop up every week, but I want to focus in on one particular part of the quantization process that shows some promise for improving quantized model quality. For GGUF models, [this reddit post](https://www.reddit.com/r/LocalLLaMA/comments/1993iro/ggufs_quan...
2024-02-25T18:50:49
https://www.reddit.com/r/LocalLLaMA/comments/1azvjcx/investigating_the_impact_of_dataset_used_for/
ResearchTLDR
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvjcx
false
null
t3_1azvjcx
/r/LocalLLaMA/comments/1azvjcx/investigating_the_impact_of_dataset_used_for/
false
false
self
9
{'enabled': False, 'images': [{'id': 'UOp0DMVs2DbxwgTLUhdosx29_pQTz4R7mYq8uvTc7_0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/QaSaFqycM5G9my57pVLQ3RcRMmBwk7eW1_32CIyGl34.jpg?width=108&crop=smart&auto=webp&s=ec905e805b142561c825bec968b5eaaac44b6730', 'width': 108}, {'height': 108, 'url': 'h...
Anyone can share links on how context is stored and operated in Llama? Easier is better, but I would love to dig into some harder papers too. At least scientific papers from ARXIV would be great to crack over time.
1
I want to learn very basics of it, but on sufficient level to take it further over time. I could just take differently quantized models and load with different context size in order to see how it relates to VRAM usage, but it seems to be dumb. Tracking PRs in llama.cpp may be the way, but it would probably requires kno...
2024-02-25T18:46:37
https://www.reddit.com/r/LocalLLaMA/comments/1azvfjb/anyone_can_share_links_on_how_context_is_stored/
WorkingSuspect3007
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvfjb
false
null
t3_1azvfjb
/r/LocalLLaMA/comments/1azvfjb/anyone_can_share_links_on_how_context_is_stored/
false
false
self
1
null
Getting rid of condescending replies in lm-studio with most models.
17
I am using lm-studio and downloaded several models, one being Mixtral 8x instruct 7B Q5\_K\_M. I played around, asking silly things, in the hope that the model would not try to tell me that my prompts are against some usage policy. I was quite astonished to get the same condescending replies that openai is generating o...
2024-02-25T18:42:20
https://www.reddit.com/r/LocalLLaMA/comments/1azvbmc/getting_rid_of_condescending_replies_in_lmstudio/
hochl2
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azvbmc
false
null
t3_1azvbmc
/r/LocalLLaMA/comments/1azvbmc/getting_rid_of_condescending_replies_in_lmstudio/
false
false
nsfw
17
null
Is there a way to make an LLM take advantage of meta data?
8
I know that we can supercharge LLMs with function calling, agents, RAG etc. but all of these technologies count on the model to know what to ask. There are some areas, like long-distance question answering where there is no solution except to get a better LLM. The reason LLMs perform poorly is because they lack under...
2024-02-25T18:37:22
https://www.reddit.com/r/LocalLLaMA/comments/1azv75n/is_there_a_way_to_make_an_llm_take_advantage_of/
Revolutionary_Ad6574
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azv75n
false
null
t3_1azv75n
/r/LocalLLaMA/comments/1azv75n/is_there_a_way_to_make_an_llm_take_advantage_of/
false
false
self
8
null
LLM Determinism: The Holy Grail in AI
1
2024-02-25T18:29:55
https://nux.ai/concepts/llm-determinism
nuxai
nux.ai
1970-01-01T00:00:00
0
{}
1azv0cb
false
null
t3_1azv0cb
/r/LocalLLaMA/comments/1azv0cb/llm_determinism_the_holy_grail_in_ai/
false
false
https://b.thumbs.redditm…QFtIT-rdShWo.jpg
1
{'enabled': False, 'images': [{'id': 'p485aLob_Hzloifz83iM2dZaVSWRFsPAuSeZwrIhSZs', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/GqmL3P2fLciBdz-00g025dLYiHKYhDlIlS8-LLMJQBo.jpg?width=108&crop=smart&auto=webp&s=64470e90d515524d029f15e0902f66b13bef4071', 'width': 108}, {'height': 121, 'url': 'h...
The Danger of Missed Calls: Why Your Business Needs My AI Front Desk 24/7
1
[removed]
2024-02-25T17:53:11
https://www.reddit.com/r/LocalLLaMA/comments/1azu2xy/the_danger_of_missed_calls_why_your_business/
thomashart8
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azu2xy
false
null
t3_1azu2xy
/r/LocalLLaMA/comments/1azu2xy/the_danger_of_missed_calls_why_your_business/
false
false
self
1
{'enabled': False, 'images': [{'id': 'uByLwFps4pJAQRQbeMuuUlxtPMHTkqJSmCLIRCRqxsE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/bxJxJxtVIuBch1zs7ir0odkoGq_tPke1gtkt25y06MQ.jpg?width=108&crop=smart&auto=webp&s=fa53345966dad762949e0b6837d86e9dd0443e9d', 'width': 108}, {'height': 216, 'url': '...
Fellow Europeans - where is the best place to buy a used 3090?
15
So I'm gonna take the plunge and upgrade my 4070Ti (12GB VRAM) to a 3090 with 24 glorious GB of VRAM. Obviously spending that kind of money I don't want to take too many risks. Here in Spain [pccomponentes.com](https://pccomponentes.com) has some used cards for about 900 euros upwards. That's my current plan. \[[http...
2024-02-25T16:54:08
https://www.reddit.com/r/LocalLLaMA/comments/1azslwi/fellow_europeans_where_is_the_best_place_to_buy_a/
ozzeruk82
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azslwi
false
null
t3_1azslwi
/r/LocalLLaMA/comments/1azslwi/fellow_europeans_where_is_the_best_place_to_buy_a/
false
false
self
15
null
Which backend should I use to roundrobin mistral between 8 1080's?
1
I have been using Ollama and mistral for a llm simulation project I am working on http://replicantlife.com/ Ollama works great for a single gpu , but does not utilize multiple gpus from my testing. I now have access to a machine with 8 1080s and I want to test how much faster my simulations run with parallelizati...
2024-02-25T16:31:52
https://www.reddit.com/r/LocalLLaMA/comments/1azs22z/which_backend_should_i_use_to_roundrobin_mistral/
stylizebot
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azs22z
false
null
t3_1azs22z
/r/LocalLLaMA/comments/1azs22z/which_backend_should_i_use_to_roundrobin_mistral/
false
false
self
1
null
We all hate LangChain, so what do we actually want?
172
I appreciate the anti-langchain post as much as anyone, but in the spirit of optimism, I'd like to talk about what everyone wants to build and improve instead :) I often hear "Oh LLMs can do <x> easily, just ..." But once you start building, the complexities pile up quickly! So for a fun Sunday discussion, what is yo...
2024-02-25T16:11:27
https://www.reddit.com/r/LocalLLaMA/comments/1azrk8b/we_all_hate_langchain_so_what_do_we_actually_want/
AndrewVeee
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azrk8b
false
null
t3_1azrk8b
/r/LocalLLaMA/comments/1azrk8b/we_all_hate_langchain_so_what_do_we_actually_want/
false
false
self
172
null
Xeon Phi coprocessor - is this good for anything?
162
A friend of mine gave this to me and said I could have it. It was out of a supercomputer. That's about all the information he gave me. Is this good for running any local LLMS or stable diffusion?
2024-02-25T16:07:26
https://i.redd.it/un22da2f9rkc1.jpeg
psdwizzard
i.redd.it
1970-01-01T00:00:00
0
{}
1azrglc
false
null
t3_1azrglc
/r/LocalLLaMA/comments/1azrglc/xeon_phi_coprocessor_is_this_good_for_anything/
false
false
https://b.thumbs.redditm…ooU72ChTRMiU.jpg
162
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Here is plan to install/learn these to explore ai/ml
1
Openinterpreter with openai API to help clean up my old MacBook and fix boot camp and fix greyed out partition and then to organize stuff, delete old stuff, etc. chosing openai API since it's ranking 1st in most tasks and this is kinda mission critical Ollama to explore small llm models Langchain to learn about ai/...
2024-02-25T16:06:39
https://www.reddit.com/r/LocalLLaMA/comments/1azrfyf/here_is_plan_to_installlearn_these_to_explore_aiml/
noaibot
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azrfyf
false
null
t3_1azrfyf
/r/LocalLLaMA/comments/1azrfyf/here_is_plan_to_installlearn_these_to_explore_aiml/
false
false
self
1
null
Rocm with llama-cpp-python installation issues
3
Hello, My son has been trying to setup Rocm with llama-cpp-python but we have been running into installtion issues. We have installed: "AMD-Software-PRO-Edition-23.Q4-Win10-Win11-For-HIP". First issue was not haveing Perl on the machine but have since installed Strawberry Perl. Now we are getting the folling error:...
2024-02-25T16:06:24
https://www.reddit.com/r/LocalLLaMA/comments/1azrfpn/rocm_with_llamacpppython_installation_issues/
BansheeCraft
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azrfpn
false
null
t3_1azrfpn
/r/LocalLLaMA/comments/1azrfpn/rocm_with_llamacpppython_installation_issues/
false
false
self
3
null
Moderator keeps auto blocking posts - is this VPN related
1
[removed]
2024-02-25T15:59:06
https://www.reddit.com/r/LocalLLaMA/comments/1azr8z2/moderator_keeps_auto_blocking_posts_is_this_vpn/
BansheeCraft
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azr8z2
false
null
t3_1azr8z2
/r/LocalLLaMA/comments/1azr8z2/moderator_keeps_auto_blocking_posts_is_this_vpn/
false
false
self
1
null
Any way to use local LLM on your existing codebase?
14
I am a software developer and I have been using local LLMs alongside commercially available LLMs like ChatGPT or Github Copilor in my day-yo-day work. They are really useful and powerful. However, I have been searching for a way to use local LLMs in conjunction with my existing codebase. Now, I know this may not be ea...
2024-02-25T15:57:15
https://www.reddit.com/r/LocalLLaMA/comments/1azr7f7/any_way_to_use_local_llm_on_your_existing_codebase/
pazvanti2003
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azr7f7
false
null
t3_1azr7f7
/r/LocalLLaMA/comments/1azr7f7/any_way_to_use_local_llm_on_your_existing_codebase/
false
false
self
14
null
Why can't I send my error?
1
[removed]
2024-02-25T15:56:07
https://www.reddit.com/r/LocalLLaMA/comments/1azr6fn/why_cant_i_send_my_error/
CuriousAsGood
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azr6fn
false
null
t3_1azr6fn
/r/LocalLLaMA/comments/1azr6fn/why_cant_i_send_my_error/
false
false
self
1
null
Why does my LLaMA installation for ROCm fail, after installing Strawberry Perl?
1
[removed]
2024-02-25T15:49:58
https://www.reddit.com/r/LocalLLaMA/comments/1azr1bc/why_does_my_llama_installation_for_rocm_fail/
CuriousAsGood
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azr1bc
false
null
t3_1azr1bc
/r/LocalLLaMA/comments/1azr1bc/why_does_my_llama_installation_for_rocm_fail/
false
false
default
1
null
is there an LLM based virtual assistant with access to OS actions?
3
So that I can tell the assistant to create/direct directories. update files or do other tasks on my computer.
2024-02-25T15:44:13
https://www.reddit.com/r/LocalLLaMA/comments/1azqwct/is_there_an_llm_based_virtual_assistant_with/
daemonUnderBed
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azqwct
false
null
t3_1azqwct
/r/LocalLLaMA/comments/1azqwct/is_there_an_llm_based_virtual_assistant_with/
false
false
self
3
null
Parser for RAG suggestion?
2
I need recommendations of good file parsers in RAG for legal use case.
2024-02-25T15:35:34
https://www.reddit.com/r/LocalLLaMA/comments/1azqp7m/parser_for_rag_suggestion/
dav-kor
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azqp7m
false
null
t3_1azqp7m
/r/LocalLLaMA/comments/1azqp7m/parser_for_rag_suggestion/
false
false
self
2
null
Need help - RAG on large unstructured PDFs
7
Hi, I am trying to build a RAG system on a dataset of regulations. I have over 60 PDF files and each of them containing 100s of pages. PDFs also have images (which we don't need), charts with numbers (these specific numbers are important), tables alongside a lot of text. My approach so far: * LLM: mixtral-8x7b-instr...
2024-02-25T15:34:19
https://www.reddit.com/r/LocalLLaMA/comments/1azqo6p/need_help_rag_on_large_unstructured_pdfs/
bunny__0
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azqo6p
false
null
t3_1azqo6p
/r/LocalLLaMA/comments/1azqo6p/need_help_rag_on_large_unstructured_pdfs/
false
false
self
7
null
Why does my LLaMA installation for ROCm fail, after installing Strawberry Perl?
1
[removed]
2024-02-25T15:33:10
https://www.reddit.com/r/LocalLLaMA/comments/1azqn7u/why_does_my_llama_installation_for_rocm_fail/
CuriousAsGood
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azqn7u
false
null
t3_1azqn7u
/r/LocalLLaMA/comments/1azqn7u/why_does_my_llama_installation_for_rocm_fail/
false
false
self
1
null
Why does my LLaMA installation for ROCm fail, after installing Strawberry Perl?
1
2024-02-25T15:23:33
https://i.redd.it/1sbj9oz61rkc1.png
CuriousAsGood
i.redd.it
1970-01-01T00:00:00
0
{}
1azqf54
false
null
t3_1azqf54
/r/LocalLLaMA/comments/1azqf54/why_does_my_llama_installation_for_rocm_fail/
false
false
https://b.thumbs.redditm…eb5sv7crzVco.jpg
1
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LlaVA 1.6 and PDF Forms
3
Looking for guidance on open source models that can answer questions about contents within a PDF Form. Tried LlaVA 1.6 (via Ollama) and it is very inconsistent and rarely gets it right. All the text is typed into the PDF form online, not handwritten Has anyone had success? Also anyone try Qwen-VL? Thanks!
2024-02-25T15:18:46
https://www.reddit.com/r/LocalLLaMA/comments/1azqb46/llava_16_and_pdf_forms/
International_Quail8
self.LocalLLaMA
1970-01-01T00:00:00
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3
null
Is anyone exploring the idea of a proxy local small model?
16
Hi this idea just hit me a few minutes ago. Let's say small models get the ability of knowing when a question maybe too complex for them, then they also have the ability of automatically querying the commercial models looking for a better answer. Kind of inspired in how I think the experts models work, but in a distrib...
2024-02-25T15:07:47
https://www.reddit.com/r/LocalLLaMA/comments/1azq1xh/is_anyone_exploring_the_idea_of_a_proxy_local/
RandCoder2
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azq1xh
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/r/LocalLLaMA/comments/1azq1xh/is_anyone_exploring_the_idea_of_a_proxy_local/
false
false
self
16
null
Best LLM Solution for Radeon now
11
Hey everyone, I get that this is a question that's been asked before, but there have been some exciting developments in the AMD space, and I'm hoping to get some tailored advice. I'm using a Radeon 6800 XT with a Ryzen 5600 and 32GB RAM. My system is pretty average, but I'm interested in experimenting with LLMs on my...
2024-02-25T14:36:03
https://www.reddit.com/r/LocalLLaMA/comments/1azpccb/best_llm_solution_for_radeon_now/
StrangeLingonberry30
self.LocalLLaMA
1970-01-01T00:00:00
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1azpccb
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/r/LocalLLaMA/comments/1azpccb/best_llm_solution_for_radeon_now/
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self
11
null
Is there a way to use Ollama models in LM studio (or vice-versa)?
2
First off, I am a noob. I have been using both Ollama and LM Studio for a while now. Is there any way to use the models downloaded using Ollama in LM Studio (or vice-versa)? I found a proposed solution [[here]](https://github.com/technovangelist/matts-shell-scripts/blob/main/syncmodels) but, it didn't work due to c...
2024-02-25T14:23:16
https://www.reddit.com/r/LocalLLaMA/comments/1azp2mi/is_there_a_way_to_use_ollama_models_in_lm_studio/
JO3Y_90
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azp2mi
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/r/LocalLLaMA/comments/1azp2mi/is_there_a_way_to_use_ollama_models_in_lm_studio/
false
false
self
2
{'enabled': False, 'images': [{'id': 'wS2ye_pJnGS7Wqdm5SdiWbrh1eBQbM33clQ1g0gAUj0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PrJysn5G4NOHUzTMrzHpSWdYbYJXQlygKqyO0NI19xM.jpg?width=108&crop=smart&auto=webp&s=8b733cccb421351a8850a0fa69348e1808a4105b', 'width': 108}, {'height': 108, 'url': 'h...
ChatGPT Tabular format With Mistral
1
Hello Guys, i want to make my output from mistral 7b or even openai api in structured table like ChatGPT Tabular format. The models are returning string. Any idea how to handle that ? Thankyou.
2024-02-25T14:22:44
https://www.reddit.com/r/LocalLLaMA/comments/1azp28a/chatgpt_tabular_format_with_mistral/
Alaya94
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azp28a
false
null
t3_1azp28a
/r/LocalLLaMA/comments/1azp28a/chatgpt_tabular_format_with_mistral/
false
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self
1
null
Best utility library?
3
There's been a few posts banging on Langchain a bit lately, but I find I do use their utility functions for doc loading, text splitting, etc. What library is the best for these types of helper functions in your opinion?
2024-02-25T14:07:43
https://www.reddit.com/r/LocalLLaMA/comments/1azoqnl/best_utility_library/
spinozasrobot
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azoqnl
false
null
t3_1azoqnl
/r/LocalLLaMA/comments/1azoqnl/best_utility_library/
false
false
self
3
null
This is Marc Zuckerberg, CEO of Meta AI who will release LLaMA 3 Open source model this year, according to Google Gemini.
30
2024-02-25T13:58:49
https://i.redd.it/t39f34ygmqkc1.jpeg
StudyLocalLama
i.redd.it
1970-01-01T00:00:00
0
{}
1azojog
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t3_1azojog
/r/LocalLLaMA/comments/1azojog/this_is_marc_zuckerberg_ceo_of_meta_ai_who_will/
false
false
https://b.thumbs.redditm…1WrqRIBFIsFo.jpg
30
{'enabled': True, 'images': [{'id': 'QSxZ6U3IpDPyVKqTVIjPV11bBJg6mJ-JOulqmbG-kXk', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/t39f34ygmqkc1.jpeg?width=108&crop=smart&auto=webp&s=2b6b956df8734ef0c2d2a59d70045b58d8c90a33', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/t39f34ygmqkc1.j...
Gemma 7B:
6
2024-02-25T13:27:42
https://i.redd.it/j7zp7c3xgqkc1.png
StudyLocalLama
i.redd.it
1970-01-01T00:00:00
0
{}
1aznwr3
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/r/LocalLLaMA/comments/1aznwr3/gemma_7b/
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https://b.thumbs.redditm…N8gfLhAmpwWU.jpg
6
{'enabled': True, 'images': [{'id': 'GijXPnyjEUVrmWQvS9o_FSmQPe6ICNZYtIP_DGE8czs', 'resolutions': [{'height': 87, 'url': 'https://preview.redd.it/j7zp7c3xgqkc1.png?width=108&crop=smart&auto=webp&s=aea4548cd99b987bdaf0907c17ddd8f07664d233', 'width': 108}, {'height': 175, 'url': 'https://preview.redd.it/j7zp7c3xgqkc1.png...
JSON mode and Function calling
1
[removed]
2024-02-25T13:08:42
https://www.reddit.com/r/LocalLLaMA/comments/1azniwj/json_mode_and_function_calling/
InterestingBasil
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1970-01-01T00:00:00
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1azniwj
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/r/LocalLLaMA/comments/1azniwj/json_mode_and_function_calling/
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1
null
HYPOTHETICAL QUESTION: You have private access to fully uncensored Gemini Pro 1.5 with 10 million context, SORA, Midjourney V6 and Suno AI V3 with no rate limits, near Instantaneous response times and which can be connected to any API tool:
53
How much of your job can you automate with this system? What else do you do with it?
2024-02-25T12:32:50
https://www.reddit.com/r/LocalLLaMA/comments/1azmv2m/hypothetical_question_you_have_private_access_to/
StudyLocalLama
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azmv2m
false
null
t3_1azmv2m
/r/LocalLLaMA/comments/1azmv2m/hypothetical_question_you_have_private_access_to/
false
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self
53
null
Is this underpowered? RTX 2070 not being fully utilized I think.
1
Hello, I decided to repurpose some old hardware to run a local ollama server running Ubuntu Server 22.04. Ollama detected my Nvidia card and i've installed the cuda core toolkit. It's a Dell Poweredge T30 running Proxmox passing through an RTX 2070 while using 32GB/64GB of RAM. two 256GB SATA SSD raid 0'ed (zfs) driv...
2024-02-25T12:04:33
https://www.reddit.com/r/LocalLLaMA/comments/1azmd8t/is_this_underpowered_rtx_2070_not_being_fully/
PHX-Sisko
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azmd8t
false
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t3_1azmd8t
/r/LocalLLaMA/comments/1azmd8t/is_this_underpowered_rtx_2070_not_being_fully/
false
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1
null
What LLM should fine tune for my RL related task?
3
I am working on a project in reinforcement learning where I'm testing how LLMs can be used to guide rl agents in real time when playing simple games like Atari. The LLM would be fine tuned on all the documentation and papers available for the game. I have access to Nvidia T4 GPU on GCP. What LLM would suit the best ...
2024-02-25T12:01:40
https://www.reddit.com/r/LocalLLaMA/comments/1azmbff/what_llm_should_fine_tune_for_my_rl_related_task/
alkemi_
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azmbff
false
null
t3_1azmbff
/r/LocalLLaMA/comments/1azmbff/what_llm_should_fine_tune_for_my_rl_related_task/
false
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self
3
null
OrangePi 32GB worth it?
6
I'm currently running small models (3b max) on my Raspberry Pi 5 with 8GBs of RAM. While cool and fun to tinker with, this setup obviously lacks performance. My main reason for using that is i want to have a machine hosting LLMs running 24/7 for home automations or custom apps that utilize it in some way. I was t...
2024-02-25T12:01:19
https://www.reddit.com/r/LocalLLaMA/comments/1azmb7j/orangepi_32gb_worth_it/
PSRD
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azmb7j
false
null
t3_1azmb7j
/r/LocalLLaMA/comments/1azmb7j/orangepi_32gb_worth_it/
false
false
self
6
null
Which entity has access to the most data for training AI models?
1
[View Poll](https://www.reddit.com/poll/1azm5y8)
2024-02-25T11:52:24
https://www.reddit.com/r/LocalLLaMA/comments/1azm5y8/which_entity_has_access_to_the_most_data_for/
StudyLocalLama
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azm5y8
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t3_1azm5y8
/r/LocalLLaMA/comments/1azm5y8/which_entity_has_access_to_the_most_data_for/
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1
null
Introducing LIVA: Your Local Intelligent Voice Assistant
58
Hey Redditors, &#x200B; I'm excited to introduce you to LIVA (Local Intelligent Voice Assistant), a side project I've been working on that brings the power of voice assistants right to your fingertips! &#x200B; Here's what you can expect from LIVA: &#x200B; 🎤 \*\*Speech Recognition:\*\* LIVA accurately transcrib...
2024-02-25T11:48:03
https://www.reddit.com/r/LocalLLaMA/comments/1azm3im/introducing_liva_your_local_intelligent_voice/
Automatic-Net-757
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azm3im
false
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t3_1azm3im
/r/LocalLLaMA/comments/1azm3im/introducing_liva_your_local_intelligent_voice/
false
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self
58
{'enabled': False, 'images': [{'id': 'HWjUFvddB0q3hIFaJeF3EtiqL2hkOAxjG8cyPQXnfKQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tELvI8vU0I-lbHGEVnBnxegrHoqJbshRmN3nTeGG3O8.jpg?width=108&crop=smart&auto=webp&s=338f51d3d84218153a1e49a6d6dfff43d0624210', 'width': 108}, {'height': 108, 'url': 'h...
Speech to speech language model ?
1
What do you think about speech to speech model will it be better than current llm with tts, will it be more complicated And i want to know are they any sorta direct speech to speech model out there?
2024-02-25T11:45:28
https://www.reddit.com/r/LocalLLaMA/comments/1azm24d/speech_to_speech_language_model/
Killerx7c
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azm24d
false
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t3_1azm24d
/r/LocalLLaMA/comments/1azm24d/speech_to_speech_language_model/
false
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self
1
null
This tweet by Satya Nadella (Chairman and CEO of Microsoft) was posted during Sam Altman's firing from OpenAI, IMO possibly to calm down Microsoft investors. The second image is from OpenAI's charter. How is this ethical or more importantly legal?
1
LINK TO TWEET: https://twitter.com/satyanadella/status/1725656554878492779?t=9-eD8z8Lgkk50yiRVg54Dw&s=19 LINK TO CHARTER: https://openai.com/charter
2024-02-25T11:11:57
https://www.reddit.com/gallery/1azlis7
StudyLocalLama
reddit.com
1970-01-01T00:00:00
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1azlis7
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1
null
Aligned to OpenAI's interests.............
1
2024-02-25T10:44:41
https://i.redd.it/1wi90ixtnpkc1.png
StudyLocalLama
i.redd.it
1970-01-01T00:00:00
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{}
1azl3gw
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t3_1azl3gw
/r/LocalLLaMA/comments/1azl3gw/aligned_to_openais_interests/
false
false
https://a.thumbs.redditm…ukXPi71LViB8.jpg
1
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Hate to speculate on Closed source AI but do you think this could be a new architecture or something that already exists as Open source (Mamba, stripedhyena etc) OR is it just investor talk and hype?
1
https://twitter.com/Hersh_Desai/status/1758147122631757829?t=0A1hMuHTbcv5xv1raWO2iw&s=19
2024-02-25T10:33:17
https://www.reddit.com/gallery/1azkx6h
StudyLocalLama
reddit.com
1970-01-01T00:00:00
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1azkx6h
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/r/LocalLLaMA/comments/1azkx6h/hate_to_speculate_on_closed_source_ai_but_do_you/
false
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https://b.thumbs.redditm…PiuUfQSDZNdw.jpg
1
null
How do I finetune/merge/make models?
1
[removed]
2024-02-25T10:20:59
https://www.reddit.com/r/LocalLLaMA/comments/1azkqfn/how_do_i_finetunemergemake_models/
426Dimension
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azkqfn
false
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t3_1azkqfn
/r/LocalLLaMA/comments/1azkqfn/how_do_i_finetunemergemake_models/
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default
1
null
Best coding model for writing in dart/flutter?
1
The only one model i found that worked good is gpt4 but i would like something i can run locally
2024-02-25T10:17:43
https://www.reddit.com/r/LocalLLaMA/comments/1azkokq/best_coding_model_for_writing_in_dartflutter/
Crazy-Newspaper-8523
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azkokq
false
null
t3_1azkokq
/r/LocalLLaMA/comments/1azkokq/best_coding_model_for_writing_in_dartflutter/
false
false
self
1
null
Did Microsofts Phi-2 have a miracle upgrade since it came out?
21
On the Open LLM Leaderboard it scores above the first Openchat and mistral version right now, which is hard to believe. I know the Open LLM Leaderboard isn't the most reliable Leaderboard since a lot of people train on the test datasets, but did Microsoft do this after releasing the model the first time? I mean don'...
2024-02-25T10:15:01
https://www.reddit.com/r/LocalLLaMA/comments/1azkmys/did_microsofts_phi2_have_a_miracle_upgrade_since/
Frequent_Valuable_47
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azkmys
false
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t3_1azkmys
/r/LocalLLaMA/comments/1azkmys/did_microsofts_phi2_have_a_miracle_upgrade_since/
false
false
self
21
null
Langchain library - the worst "common functionality" abstraction package out there?
144
I've recently had time to dive into the Langchain library for creating a simple chat (previously I've just used GPT4 APIs with my own abstractions). I don't understand, really... Am I stupid or Langchain is completely unusable due to the incredible overengineering efforts? Also - wow, documentation and practical examp...
2024-02-25T09:54:48
https://www.reddit.com/r/LocalLLaMA/comments/1azkbnl/langchain_library_the_worst_common_functionality/
selmano
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azkbnl
false
null
t3_1azkbnl
/r/LocalLLaMA/comments/1azkbnl/langchain_library_the_worst_common_functionality/
false
false
self
144
null
Everyone knows about current safety SOTA Goody-2 which surpassed Claude 2 by Anthropic but did you watch the trailer on their website. Narrated by AI Sam Altman. 🤣
58
2024-02-25T09:30:46
https://v.redd.it/0tmmlo4napkc1
StudyLocalLama
v.redd.it
1970-01-01T00:00:00
0
{}
1azjyyj
false
{'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/0tmmlo4napkc1/DASHPlaylist.mpd?a=1711445462%2CYzI5YzJmNmQxNTQyZjI0NTNjMmJjNWQxNGExZWEzMzFjOTg3MWRlZTk5M2M4ZmJmOGQ0NDAyZjUzYWUzMDA0MA%3D%3D&v=1&f=sd', 'duration': 33, 'fallback_url': 'https://v.redd.it/0tmmlo4napkc1/DASH_1080.mp4?source=fallback', 'h...
t3_1azjyyj
/r/LocalLLaMA/comments/1azjyyj/everyone_knows_about_current_safety_sota_goody2/
false
false
https://external-preview…ce9e761dd0685b45
58
{'enabled': False, 'images': [{'id': 'ejZpODB6dm1hcGtjMeHjvl9gQ9Suj6hNO04EjNqiFm0HpDZkvSJaPO75_E-8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/ejZpODB6dm1hcGtjMeHjvl9gQ9Suj6hNO04EjNqiFm0HpDZkvSJaPO75_E-8.png?width=108&crop=smart&format=pjpg&auto=webp&s=baf4a1fd873835d5592a3d229d43c461bf81...
LocalAI seems to hang on some prompts
1
I have been exploring LocalAI a bit, and I really like it's architecture & use cases. However I am running into a rather weird intermittent issue where LocalAI, or the model, seems to get hung up on completing a request. This is when submitting chat completions with multiple inputs. What I do is build up a list of ...
2024-02-25T09:26:48
https://www.reddit.com/r/LocalLLaMA/comments/1azjwtv/localai_seems_to_hang_on_some_prompts/
Grouchy-Friend4235
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azjwtv
false
null
t3_1azjwtv
/r/LocalLLaMA/comments/1azjwtv/localai_seems_to_hang_on_some_prompts/
false
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self
1
null
Gemma 2b fine-tuning on uncensored datasets
1
[removed]
2024-02-25T09:13:18
https://www.reddit.com/r/LocalLLaMA/comments/1azjpc8/gemma_2b_finetuning_on_uncensored_datasets/
SaranGangster
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azjpc8
false
null
t3_1azjpc8
/r/LocalLLaMA/comments/1azjpc8/gemma_2b_finetuning_on_uncensored_datasets/
false
false
self
1
null
What is the definition of Frontier systems? The best open source model would be classified as frontier? These vague terms are a weopan for Closed source capture Govt. agencies in the goal of regulating Open source. Obviously, with full support from doomers and fools.
87
2024-02-25T09:03:28
https://i.redd.it/0t1jvrwr5pkc1.png
StudyLocalLama
i.redd.it
1970-01-01T00:00:00
0
{}
1azjk2q
false
null
t3_1azjk2q
/r/LocalLLaMA/comments/1azjk2q/what_is_the_definition_of_frontier_systems_the/
false
false
https://b.thumbs.redditm…aVEtXxE1xPMM.jpg
87
{'enabled': True, 'images': [{'id': 'UNp4Ee0VLL0KigT1ezWKntdDpSWk88bTNuGVesDfd-Y', 'resolutions': [{'height': 160, 'url': 'https://preview.redd.it/0t1jvrwr5pkc1.png?width=108&crop=smart&auto=webp&s=b3d76814c250e9dcd836a5099ef60e8fad8d7ef8', 'width': 108}, {'height': 321, 'url': 'https://preview.redd.it/0t1jvrwr5pkc1.pn...
Is there some beginners guide?
1
Basically I’ve been searching around this subreddit for pc build configuration for self hosting models and the information is very sparse
2024-02-25T08:50:49
https://www.reddit.com/r/LocalLLaMA/comments/1azjd48/is_there_some_beginners_guide/
Excellent-Cucumber73
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azjd48
false
null
t3_1azjd48
/r/LocalLLaMA/comments/1azjd48/is_there_some_beginners_guide/
false
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self
1
null
A .gguf chatbot gradio interface experiment, to sequentially chain prompts, scripted in csv file : gpt-sequencer
7
Hello everyone, Just want to share a toy chatbot interface dedicated to GGUF models, focusing on easy, no-code interaction through .csv scripting. It's built for tasks like such as internet searches, webpage scraping, output restriction in GBNF format, and document searches through embeddings, batching tasks, all whi...
2024-02-25T08:50:45
https://www.reddit.com/r/LocalLLaMA/comments/1azjd31/a_gguf_chatbot_gradio_interface_experiment_to/
dbddv01
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azjd31
false
null
t3_1azjd31
/r/LocalLLaMA/comments/1azjd31/a_gguf_chatbot_gradio_interface_experiment_to/
false
false
self
7
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Posting this excerpt (Not OC) from @TrelisResearch channel. Not my video or channel neither associated with it so not plugging anything but this is the best explanation of Mamba yet. Very simple and goes into the details. I am a noob and i understood a lot. Worth watching full video.
1
https://youtu.be/iskuX3Ak9Uk?feature=shared
2024-02-25T08:49:04
https://v.redd.it/upa8gwk33pkc1
StudyLocalLama
/r/LocalLLaMA/comments/1azjc3t/posting_this_excerpt_not_oc_from_trelisresearch/
1970-01-01T00:00:00
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t3_1azjc3t
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false
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https://external-preview…777ff3ab09f4c15f
1
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Mamba: The Easy Way (mamba explained)
25
2024-02-25T08:16:15
https://jackcook.com/2024/02/23/mamba.html
cztomsik
jackcook.com
1970-01-01T00:00:00
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1aziuf3
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/r/LocalLLaMA/comments/1aziuf3/mamba_the_easy_way_mamba_explained/
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25
null
Dilemma
1
Tried finding relevant questions but failed. I’m pretty sure it has come up before but shouldn't end users have the freedom to choose how politically correct is the LLM model they choose to use? Can we consider it the personality of their peer they choose to interact with? Assume it is possible. What's wrong with that?...
2024-02-25T07:11:08
https://www.reddit.com/r/LocalLLaMA/comments/1azhty5/dilemma/
curious-guy-5529
self.LocalLLaMA
1970-01-01T00:00:00
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false
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self
1
null
NTIA Solicits Comments on Open-Weight AI Models
49
2024-02-25T06:55:07
https://www.commerce.gov/news/press-releases/2024/02/ntia-solicits-comments-open-weight-ai-models
ninjasaid13
commerce.gov
1970-01-01T00:00:00
0
{}
1azhkmk
false
null
t3_1azhkmk
/r/LocalLLaMA/comments/1azhkmk/ntia_solicits_comments_on_openweight_ai_models/
false
false
https://b.thumbs.redditm…pjoufJEQF-CU.jpg
49
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Need advice on fine tuning local LLM for niche knowledge base
6
Hi everyone! I'm new to local LLMs. I'm developing a product that has some unique requirements, which are in the domain of Material Science. I have access to tons of books through my University on all relevant subjects (biocompatibility, polymers, composites). How much data can I feed it? I don't need it to recite sp...
2024-02-25T06:48:32
https://www.reddit.com/r/LocalLLaMA/comments/1azhgqe/need_advice_on_fine_tuning_local_llm_for_niche/
TheTarkovskyParadigm
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azhgqe
false
null
t3_1azhgqe
/r/LocalLLaMA/comments/1azhgqe/need_advice_on_fine_tuning_local_llm_for_niche/
false
false
self
6
null
LlaVA 1.6 and PDF Forms
1
Anyone have luck with getting LlaVA 1.6 (or any other open source multimodal model) to work effectively and consistently with PDF Forms? I can’t seem to get it to answer simple questions. The form I used didn’t contain any handwriting, just typed text. Appreciate any help or tips!
2024-02-25T06:47:37
https://www.reddit.com/r/LocalLLaMA/comments/1azhg7z/llava_16_and_pdf_forms/
International_Quail8
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azhg7z
false
null
t3_1azhg7z
/r/LocalLLaMA/comments/1azhg7z/llava_16_and_pdf_forms/
false
false
self
1
null
Here's how we can remain competitive with closed source cloud models which have access to MASSIVE amounts of compute for inference particularly on LONG context tasks. Quadratic Transformers vs Subquadratic or Linear models (e.g. Mamba) + RAG. In context learning is all you need:
25
Making these post because many people are becoming pessimistic in the Open source community because they Open source is inherently at disadvantage in longer contexts where inference compute requirements for LLMs with transformer architecture is highly inefficient or lead to extremely slow response times or simply undoa...
2024-02-25T06:41:12
https://www.reddit.com/r/LocalLLaMA/comments/1azhcjd/heres_how_we_can_remain_competitive_with_closed/
StudyLocalLama
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azhcjd
false
null
t3_1azhcjd
/r/LocalLLaMA/comments/1azhcjd/heres_how_we_can_remain_competitive_with_closed/
false
false
self
25
null
Trying to get cheapest inference pricing for XTTS (looking to pay for consulting/help)
2
I love XTTS and the quality is actually wild. I am working on a little project at the moment and I am would love to see utilize it as my main TTS model. Ideally it would be cool to set up a serverless endpoint and pay per usage. At the moment I am currently paying $0.80 cents per hour for a certain TTS api service so h...
2024-02-25T06:19:44
https://www.reddit.com/r/LocalLLaMA/comments/1azh05r/trying_to_get_cheapest_inference_pricing_for_xtts/
cobalt1137
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azh05r
false
null
t3_1azh05r
/r/LocalLLaMA/comments/1azh05r/trying_to_get_cheapest_inference_pricing_for_xtts/
false
false
self
2
null
Opinions on Senku-70B-Full? (Top open LLMs on eqbench)
12
Eqbench: https://eqbench.com/ Model: https://huggingface.co/ShinojiResearch/Senku-70B-Full This model is currently n.1 open source model on eqbench. It beats miqu, Qwen and some gpt4 versions.
2024-02-25T06:08:29
https://www.reddit.com/r/LocalLLaMA/comments/1azgtlf/opinions_on_senku70bfull_top_open_llms_on_eqbench/
vizioso_e_puccioso
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azgtlf
false
null
t3_1azgtlf
/r/LocalLLaMA/comments/1azgtlf/opinions_on_senku70bfull_top_open_llms_on_eqbench/
false
false
self
12
null
New Machine Learning Dataset Improves Mistral Scores by 7%
48
The issue with fine-tuning language models is the considerable investment you have to make in order to receive a tangible result, from curating large datasets to long, expensive training runs. Fine-tuning can be prohibitively expensive. **However**: [Neural-DPO](https://huggingface.co/datasets/NeuralNovel/Neural-DPO)...
2024-02-25T06:05:47
https://www.reddit.com/r/LocalLLaMA/comments/1azgryw/new_machine_learning_dataset_improves_mistral/
FrostyDwarf24
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azgryw
false
null
t3_1azgryw
/r/LocalLLaMA/comments/1azgryw/new_machine_learning_dataset_improves_mistral/
false
false
self
48
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New Machine Learning Dataset Improves Mistral Scores by 7%
1
[removed]
2024-02-25T06:03:17
https://www.reddit.com/r/LocalLLaMA/comments/1azgqe7/new_machine_learning_dataset_improves_mistral/
GPT-Poet
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azgqe7
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null
t3_1azgqe7
/r/LocalLLaMA/comments/1azgqe7/new_machine_learning_dataset_improves_mistral/
false
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self
1
{'enabled': False, 'images': [{'id': '01bp6uY0I-EI5zksrtBXrAUVXOybThedLpn-HnuAyo0', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/v2RN-Y4F8A0EvSK79yZyRISqsmhOdbSg1kNgIFiSdB8.png?width=108&crop=smart&auto=webp&s=691fbc855efdf1b99b60919f53cc5f2edaea285c', 'width': 108}, {'height': 128, 'url': 'h...
New Machine Learning Dataset Improves Mistral Scores by 7%
1
[removed]
2024-02-25T05:56:52
https://www.reddit.com/r/LocalLLaMA/comments/1azgm3c/new_machine_learning_dataset_improves_mistral/
GPT-Poet
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azgm3c
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null
t3_1azgm3c
/r/LocalLLaMA/comments/1azgm3c/new_machine_learning_dataset_improves_mistral/
false
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self
1
{'enabled': False, 'images': [{'id': '01bp6uY0I-EI5zksrtBXrAUVXOybThedLpn-HnuAyo0', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/v2RN-Y4F8A0EvSK79yZyRISqsmhOdbSg1kNgIFiSdB8.png?width=108&crop=smart&auto=webp&s=691fbc855efdf1b99b60919f53cc5f2edaea285c', 'width': 108}, {'height': 128, 'url': 'h...
How to merge multi-part LLMs from HuggingFace?
1
I can't figure this out; Ubuntu crashed, and Windows said the files are too large to work with in powershell. I have plenty of RAM(256GB). Is there some software that will mash these things together for me?
2024-02-25T05:39:14
https://www.reddit.com/r/LocalLLaMA/comments/1azgb1n/how_to_merge_multipart_llms_from_huggingface/
steampunk333
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azgb1n
false
null
t3_1azgb1n
/r/LocalLLaMA/comments/1azgb1n/how_to_merge_multipart_llms_from_huggingface/
false
false
self
1
null
I finetuned mistral-7b to be a better Agent than Gemini pro
253
So you might remember the original [ReAct paper](https://arxiv.org/pdf/2210.03629.pdf) where they found that you can prompt a language model to output reasoning steps and action steps to get it to be an agent and use tools like Wikipedia search to answer complex questions. I wanted to see how this held up with open mod...
2024-02-25T05:15:39
https://www.reddit.com/r/LocalLLaMA/comments/1azfw1h/i_finetuned_mistral7b_to_be_a_better_agent_than/
Longjumping_Tea_3516
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azfw1h
false
null
t3_1azfw1h
/r/LocalLLaMA/comments/1azfw1h/i_finetuned_mistral7b_to_be_a_better_agent_than/
false
false
https://b.thumbs.redditm…refR9QQjOemk.jpg
253
null
Hugging Face LLM leaderboard scores slowly but surely improving over time
3
2024-02-25T04:45:54
https://i.redd.it/q149jc5gvnkc1.png
Potential-Net-9375
i.redd.it
1970-01-01T00:00:00
0
{}
1azfci7
false
null
t3_1azfci7
/r/LocalLLaMA/comments/1azfci7/hugging_face_llm_leaderboard_scores_slowly_but/
false
false
https://b.thumbs.redditm…siwDT1Kdw8Jg.jpg
3
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Seeking some basic resource links and tips
1
[removed]
2024-02-25T04:36:19
https://www.reddit.com/r/LocalLLaMA/comments/1azf6cu/seeking_some_basic_resource_links_and_tips/
TatersThePotatoBarn
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1azf6cu
false
null
t3_1azf6cu
/r/LocalLLaMA/comments/1azf6cu/seeking_some_basic_resource_links_and_tips/
false
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self
1
null
TTS Arena - a Hugging Face Space by TTS-AGI
61
2024-02-25T04:07:38
https://huggingface.co/spaces/TTS-AGI/TTS-Arena
bunnyfy
huggingface.co
1970-01-01T00:00:00
0
{}
1azen9c
false
null
t3_1azen9c
/r/LocalLLaMA/comments/1azen9c/tts_arena_a_hugging_face_space_by_ttsagi/
false
false
https://b.thumbs.redditm…UrayQ7sm09qc.jpg
61
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Abacus.ai guys released the Smaug paper
20
Haven't seen it posted yet, looks like we have yet another suffix to add to the model name memes Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive: [https://arxiv.org/abs/2402.13228](https://arxiv.org/abs/2402.13228) "Direct Preference Optimisation (DPO) is effective at significantly improvin...
2024-02-25T04:00:23
https://www.reddit.com/r/LocalLLaMA/comments/1azei8a/abacusai_guys_released_the_smaug_paper/
HikaruZA
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azei8a
false
null
t3_1azei8a
/r/LocalLLaMA/comments/1azei8a/abacusai_guys_released_the_smaug_paper/
false
false
self
20
null
Google's Gemma:7B refuses to be corrected
58
I have been experimenting with Google's 7B open-source LLM, Gemma, and dear, it does not like to be corrected lol https://preview.redd.it/8oba8buymnkc1.png?width=1438&format=png&auto=webp&s=60ff839b35874518bacc421bdbcbb601680a62ba
2024-02-25T03:57:17
https://www.reddit.com/r/LocalLLaMA/comments/1azeg4t/googles_gemma7b_refuses_to_be_corrected/
bibekpoudel
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azeg4t
false
null
t3_1azeg4t
/r/LocalLLaMA/comments/1azeg4t/googles_gemma7b_refuses_to_be_corrected/
false
false
https://b.thumbs.redditm…TdyM-WmpkxRo.jpg
58
null
How to evaluate an LLMs ability to extract information?
7
I have a task where I want to write prompts for different LLMs to extract information from text. The use case is I provide information about some object and I want to extract things like weight, size dimensions, price etc. then essentially assemble this information into a json, How should I go about evaluating which...
2024-02-25T03:52:57
https://www.reddit.com/r/LocalLLaMA/comments/1azedar/how_to_evaluate_an_llms_ability_to_extract/
Plus_Tough_7497
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azedar
false
null
t3_1azedar
/r/LocalLLaMA/comments/1azedar/how_to_evaluate_an_llms_ability_to_extract/
false
false
self
7
null
When I see people sharing models which are closed source available only via API here.........
11
2024-02-25T03:49:44
https://v.redd.it/jrr5o2jslnkc1
StudyLocalLama
v.redd.it
1970-01-01T00:00:00
0
{}
1azeb8z
false
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t3_1azeb8z
/r/LocalLLaMA/comments/1azeb8z/when_i_see_people_sharing_models_which_are_closed/
false
false
https://external-preview…8ccd71d59a88c1ee
11
{'enabled': False, 'images': [{'id': 'OHNlNjF2YXNsbmtjMdPr44E_g4jlzF2G-ecQG5J1KYW4NtObe_ZfBxzefnnJ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/OHNlNjF2YXNsbmtjMdPr44E_g4jlzF2G-ecQG5J1KYW4NtObe_ZfBxzefnnJ.png?width=108&crop=smart&format=pjpg&auto=webp&s=b0dd4755b354679518b3e3670c2e7c4f88c1c...
Google Cloud Free Credit For Finetuning
2
Heya! &#x200B; Apologies for a potentially stupid question. I tried searching for ways to pull this off, but I couldn't find anything. I have a 3070ti, and I would like to finetune an LLM in order for it to be better suited at coding tasks. I've been going through some datasets, and have a couple in mind. However, ...
2024-02-25T03:22:42
https://www.reddit.com/r/LocalLLaMA/comments/1azdt0f/google_cloud_free_credit_for_finetuning/
Assas1n__
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azdt0f
false
null
t3_1azdt0f
/r/LocalLLaMA/comments/1azdt0f/google_cloud_free_credit_for_finetuning/
false
false
self
2
null
A2C-Attention for improving the interpretability of LLM
1
[removed]
2024-02-25T03:19:15
https://www.linkedin.com/posts/nandakishorpilicode_activity-7167215661927124992-65m_?utm_source=share&utm_medium=member_android
Nandakishor_ml
linkedin.com
1970-01-01T00:00:00
0
{}
1azdqke
false
null
t3_1azdqke
/r/LocalLLaMA/comments/1azdqke/a2cattention_for_improving_the_interpretability/
false
false
https://b.thumbs.redditm…cdTiQZB1_0lg.jpg
1
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I made an free open source Android app for interfacing with LLMs
1
[removed]
2024-02-25T03:13:14
https://www.reddit.com/r/LocalLLaMA/comments/1azdmcs/i_made_an_free_open_source_android_app_for/
----Val----
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azdmcs
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t3_1azdmcs
/r/LocalLLaMA/comments/1azdmcs/i_made_an_free_open_source_android_app_for/
false
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self
1
{'enabled': False, 'images': [{'id': 'Nl7LuuRs2fL4m8hwGEpG1mN9CbfH0d1T3FRPvimE42o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/I2GoO2vo1oDZfeviQZJLZF7RacSbd9TiIgTTLrXSbd4.jpg?width=108&crop=smart&auto=webp&s=fd9172599107e02fb4bc9895fe1c46752e079e97', 'width': 108}, {'height': 108, 'url': 'h...
Had to make this post because I have seen so many HORRIBLE takes about long context and RAG on twitter and here......
78
Firstly, let's very simply define the important terms: TRANSFORMERS: A transformer is a deep learning architecture based on the multi-head attention mechanism, proposed in a 2017 paper "Attention Is All You Need" e.g. LLaMA 2 TOKEN: A token is a unit of text that is used to represent a word, phrase, or other piece o...
2024-02-25T02:37:26
https://www.reddit.com/r/LocalLLaMA/comments/1azcx4n/had_to_make_this_post_because_i_have_seen_so_many/
StudyLocalLama
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azcx4n
false
null
t3_1azcx4n
/r/LocalLLaMA/comments/1azcx4n/had_to_make_this_post_because_i_have_seen_so_many/
false
false
self
78
null
Hosting LLM
2
Is there a guide for determining the number and type of GPU nodes needed to host a specific model while achieving desired latency or throughput? At present, the way I do it is "brute force", by finding the model parameters size \* precision and adding about 20% more to cater for GPU memory. Then for latency and throug...
2024-02-25T01:51:06
https://www.reddit.com/r/LocalLLaMA/comments/1azbz4g/hosting_llm/
xetowa6135
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azbz4g
false
null
t3_1azbz4g
/r/LocalLLaMA/comments/1azbz4g/hosting_llm/
false
false
self
2
null
Best prompt strategies to guide AI through chat checkpoints?
5
What are the best prompt strategies to guide the chat generation through checkpoints? I’m looking to give AI some direction in cases where it goes off track but also general direction so it follows checkpoints like talk about ‘x’ then talk about ‘y’. The conversation still needs to feel natural so it should not be abr...
2024-02-25T01:45:38
https://www.reddit.com/r/LocalLLaMA/comments/1azbv38/best_prompt_strategies_to_guide_ai_through_chat/
Fantastic_Egg_751
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1azbv38
false
null
t3_1azbv38
/r/LocalLLaMA/comments/1azbv38/best_prompt_strategies_to_guide_ai_through_chat/
false
false
self
5
null
Can 3bit be better than 4bit?
54
I was looking at the QuIP# repo again and noticed it had been updated. It used to be the SOTA quantisation method. According to this new graph of theirs QuIP# beats out AQLM and is the SOTA (I’m not sure if there’s anything else out now). But what’s really interesting from their testing is how 3bit quants are somehow ...
2024-02-25T00:33:48
https://i.redd.it/mntc9mjummkc1.jpeg
Figai
i.redd.it
1970-01-01T00:00:00
0
{}
1azaba7
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null
t3_1azaba7
/r/LocalLLaMA/comments/1azaba7/can_3bit_be_better_than_4bit/
false
false
https://b.thumbs.redditm…sTQ-0zPUh0Bs.jpg
54
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A little bummed out at exl2 performance on Quad Tesla P100 16gb
13
So I finally got my Quad Tesla P100 16gb server up and running today. I started with LoneStriker/miqu-1-70b-sf-5.0bpw-h6-exl2 which was a pain to get loaded on Auto GPU split. But I finally got it loaded with '11,14.5,14.5,16'. Which fit nicely across most of the 64GB VRAM. I was awesome to see it crank out some rea...
2024-02-25T00:29:52
https://www.reddit.com/r/LocalLLaMA/comments/1aza81t/a_little_bummed_out_at_exl2_performance_on_quad/
MachineZer0
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1aza81t
false
null
t3_1aza81t
/r/LocalLLaMA/comments/1aza81t/a_little_bummed_out_at_exl2_performance_on_quad/
false
false
self
13
null
What coming next?
1
I know this question has been asked before. But this is moving at such a fast pace, I’m curious for some fresh insight. Questions for open discussion: Does more compute for training ultimately produce better models? Is this community growing still or is growth tapering off? Will we need a whole new generation of ...
2024-02-25T00:28:40
https://www.reddit.com/r/LocalLLaMA/comments/1aza74u/what_coming_next/
tokanachi
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1aza74u
false
null
t3_1aza74u
/r/LocalLLaMA/comments/1aza74u/what_coming_next/
false
false
self
1
null
Fine tuning Mistral
6
Hello everyone! So this weekend for fun, i thought of making a personal assistant/agent based on some company data. I dont have much knowledge on AI stuff but i did manage to run Mistral 7b locally. Now what i wanna try next is to fine tune it and make it respond like a agent from my company, provide company data. ...
2024-02-25T00:10:24
https://www.reddit.com/r/LocalLLaMA/comments/1az9s6l/fine_tuning_mistral/
DriveLive4817
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az9s6l
false
null
t3_1az9s6l
/r/LocalLLaMA/comments/1az9s6l/fine_tuning_mistral/
false
false
self
6
null
RTX 8000 Worth it for $2000?
1
I have been looking at options, and the only non insane price 48GB GPU that I have found are used Quadro RTX 8000. I looked into buying Instead dual 3090, but the thing is that I do not have the home stability right now to build a large and power hungry rig. My current setup is a hacked Nuc with 64GB of VRAM with ...
2024-02-24T23:46:43
https://www.reddit.com/r/LocalLLaMA/comments/1az98fm/rtx_8000_worth_it_for_2000/
MexInAbu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az98fm
false
null
t3_1az98fm
/r/LocalLLaMA/comments/1az98fm/rtx_8000_worth_it_for_2000/
false
false
self
1
null
Why don’t people just use ChatML to train
150
Just ranting, but it’s very annoying to code with different prompt formats. Imo chatml is the cleanest formatting for these models, and I personally have a deep hatred for llama2 format. Sometimes I see fine tuners training their models with a good dataset but using llama2 which stop me from even trying that model at a...
2024-02-24T23:21:01
https://www.reddit.com/r/LocalLLaMA/comments/1az8ncx/why_dont_people_just_use_chatml_to_train/
llordnt
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az8ncx
false
null
t3_1az8ncx
/r/LocalLLaMA/comments/1az8ncx/why_dont_people_just_use_chatml_to_train/
false
false
self
150
null
Qwen 72B Chat on dual 3090/4090
1
I attempted to test Qwen 72B with both the hf transformer sharded model official release and TheBloke’s 4bit GGUF model but both had issues. The PyTorch model ran out of memory on load (using load in 4bit) and the GGUF model would load if I dropped context down to 1k or so but it wasn’t coherent, just repeated tokens. ...
2024-02-24T22:47:56
https://www.reddit.com/r/LocalLLaMA/comments/1az7us0/qwen_72b_chat_on_dual_30904090/
richinseattle
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az7us0
false
null
t3_1az7us0
/r/LocalLLaMA/comments/1az7us0/qwen_72b_chat_on_dual_30904090/
false
false
self
1
null
What models are best to run on an RTX 4080?
1
[removed]
2024-02-24T22:47:48
https://www.reddit.com/r/LocalLLaMA/comments/1az7unz/what_models_are_best_to_run_on_an_rtx_4080/
Reactor-Licker
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az7unz
false
null
t3_1az7unz
/r/LocalLLaMA/comments/1az7unz/what_models_are_best_to_run_on_an_rtx_4080/
false
false
self
1
null
P40 or P100 as eGPU and best model to make order in years of files?
10
Hi, I have laptop with 16 GB ram and thunderbolt port. I would like to run some model on it with larger context (32k would be great if possible) to use it to go through my stuff and sort it - rewrite old IM chat dumps into common structure, separate emails into junk/work/personal, summarize content of word files, gro...
2024-02-24T22:44:00
https://www.reddit.com/r/LocalLLaMA/comments/1az7r9x/p40_or_p100_as_egpu_and_best_model_to_make_order/
miniocz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az7r9x
false
null
t3_1az7r9x
/r/LocalLLaMA/comments/1az7r9x/p40_or_p100_as_egpu_and_best_model_to_make_order/
false
false
self
10
null
Best prompt strategies to guide AI through chat checkpoints?
1
[removed]
2024-02-24T22:41:39
https://www.reddit.com/r/LocalLLaMA/comments/1az7p9k/best_prompt_strategies_to_guide_ai_through_chat/
RepresentativeOdd276
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az7p9k
false
null
t3_1az7p9k
/r/LocalLLaMA/comments/1az7p9k/best_prompt_strategies_to_guide_ai_through_chat/
false
false
self
1
null
P40 or A100 as eGPU and best model to make order in years of files?
1
Hi, I have laptop with 16 GB ram and thunderbolt port. I would like to run some model on it with larger context (32k would be great if possible) to use it to go through my stuff and sort it - rewrite old IM chat dumps into common structure, separate emails into junk/work/personal, summarize content of word files, gro...
2024-02-24T22:39:46
https://www.reddit.com/r/LocalLLaMA/comments/1az7nmi/p40_or_a100_as_egpu_and_best_model_to_make_order/
miniocz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az7nmi
false
null
t3_1az7nmi
/r/LocalLLaMA/comments/1az7nmi/p40_or_a100_as_egpu_and_best_model_to_make_order/
false
false
self
1
null
Where can find a VM to run a large language model
1
Hi, I want to run LLM on my computer. But my computer isn't good enough to run LLM probably, and it's full in memory. I don't have much money right now to buy a new computer. My question is, when can I get a cheap VM to run LLM? I'm looking for the cheapest option, not the most beautiful interface. Thank you!
2024-02-24T22:16:19
https://www.reddit.com/r/LocalLLaMA/comments/1az73jw/where_can_find_a_vm_to_run_a_large_language_model/
yosefschwartz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az73jw
false
null
t3_1az73jw
/r/LocalLLaMA/comments/1az73jw/where_can_find_a_vm_to_run_a_large_language_model/
false
false
self
1
null
US is seeking public opinion on regulating open source AI
1
[removed]
2024-02-24T22:16:07
https://www.reddit.com/r/LocalLLaMA/comments/1az73db/us_is_seeking_public_opinion_on_regulating_open/
cll7793
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az73db
false
null
t3_1az73db
/r/LocalLLaMA/comments/1az73db/us_is_seeking_public_opinion_on_regulating_open/
false
false
self
1
{'enabled': False, 'images': [{'id': 'yLlr_aGZOFR3GczK5NfvUqpE0OgGWTSy-iC22AD9Ucg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/GrHS0SSTEfHYv7krlsFTtwjpQOW6Ok8Ta00VhyIyLXw.jpg?width=108&crop=smart&auto=webp&s=78b470d8ced9dd051efd193f0f84a7c1e65339b7', 'width': 108}, {'height': 121, 'url': 'h...
Tinydolphin: Be skeptical, very skeptical.
1
tinydolphin: &#x200B; \>>> how many ounces is 245 grams? The conversion from grams to ounces is approximately 31.89626065. It's a bit more complex to convert the weight of 245 grams into the unit of measurement used for ounces, but I'll provide you with the conversion formula. To find the volume in cubic inch...
2024-02-24T21:52:01
https://www.reddit.com/r/LocalLLaMA/comments/1az6i2b/tinydolphin_be_skeptical_very_skeptical/
michigician
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az6i2b
false
null
t3_1az6i2b
/r/LocalLLaMA/comments/1az6i2b/tinydolphin_be_skeptical_very_skeptical/
false
false
self
1
null
How are you feeling about Gemma?
39
I've been playing with it using ollama, and I have to say that it seems worse than recent local LLMs. Are there any tasks in which it excels?
2024-02-24T21:44:57
https://www.reddit.com/r/LocalLLaMA/comments/1az6bwh/how_are_you_feeling_about_gemma/
NiceAttorney
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az6bwh
false
null
t3_1az6bwh
/r/LocalLLaMA/comments/1az6bwh/how_are_you_feeling_about_gemma/
false
false
self
39
null
Can we stop bringing up politics when talking about chinese models
1
Censorship and manipulation of information in the West is as bad, if not worse, than in China, just in a more subtle way, so people aren't even aware of it. Many things you are led to believe for years are distorted truths or outright lies.
2024-02-24T21:44:04
https://www.reddit.com/r/LocalLLaMA/comments/1az6b5r/can_we_stop_bringing_up_politics_when_talking/
sb5550
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1az6b5r
false
null
t3_1az6b5r
/r/LocalLLaMA/comments/1az6b5r/can_we_stop_bringing_up_politics_when_talking/
false
false
self
1
null