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The Repeating Issue?
3
As a noob, I’m using KoboldAI and Oobabooga simultaneously at the moment, but I found that with the same model (wizard vacuna 13b ggml) kobold never repeated sentences as much as ooba did. (llama.cpp) I know nothing about the settings and I wonder how can I fix the repeating issue when using ooba, or is there a guide?...
2023-07-07T03:21:07
https://www.reddit.com/r/LocalLLaMA/comments/14sv1ne/the_repeating_issue/
Mildred_D
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sv1ne
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/r/LocalLLaMA/comments/14sv1ne/the_repeating_issue/
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3
null
Llama is good but, what else is available? Qualitatively
13
I am looking to build a local LLM model, but I dont want to be constrained by the licensing if I want to build something that can be commercially available? I know Dolly and H2O have decent models. do you guys have any suggetions of the other models that perform just as well or strategies to make them do so? I want to ...
2023-07-07T02:46:01
https://www.reddit.com/r/LocalLLaMA/comments/14su9fp/llama_is_good_but_what_else_is_available/
Altruistic-Ask-773
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14su9fp
false
null
t3_14su9fp
/r/LocalLLaMA/comments/14su9fp/llama_is_good_but_what_else_is_available/
false
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self
13
null
4060 Ti vs 3070 vs 3060 Ti Stable Diffusion benchmark
47
I saw a post talking about 4060 Ti being a bad card because of the 128 bit memory bus. However I can't find any benchmark for generative AI. A video on Bilibili compares the performance of different GPUs for Stable Diffusion. The chart shows the time (in seconds) needed to generate a image with Stable Diffusion, so th...
2023-07-07T02:11:48
https://i.redd.it/mu20scrxbgab1.jpg
regunakyle
i.redd.it
1970-01-01T00:00:00
0
{}
14sti62
false
null
t3_14sti62
/r/LocalLLaMA/comments/14sti62/4060_ti_vs_3070_vs_3060_ti_stable_diffusion/
false
false
https://b.thumbs.redditm…odRMLmp48oHk.jpg
47
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LongLLaMA, a LLM capable of handling long contexts of 256k tokens
2
2023-07-07T01:58:26
https://twitter.com/_akhaliq/status/1677131408265945088
ninjasaid13
twitter.com
1970-01-01T00:00:00
0
{}
14st6ba
false
{'oembed': {'author_name': 'AK', 'author_url': 'https://twitter.com/_akhaliq', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Focused Transformer: Contrastive Training for Context Scaling<br><br>paper page: <a href="https://t.co/nMD1r6e21b">https://t.co/nMD1r6...
t3_14st6ba
/r/LocalLLaMA/comments/14st6ba/longllama_a_llm_capable_of_handling_long_contexts/
false
false
default
2
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What should I look out for during fine tuning?
4
I’m fine tuning using the oogabooga GUI. I know “loss” is an important metric. Their guide recommends stopping at around loss = 1 Intuitively what’s the difference between a loss of 1.1 and 1.0? For example, my data started at a loss of 2.0. After only about 0.1 epochs, it drops to 1.1. Then continued training for l...
2023-07-07T01:37:08
https://www.reddit.com/r/LocalLLaMA/comments/14ssp6n/what_should_i_look_out_for_during_fine_tuning/
Tasty-Lobster-8915
self.LocalLLaMA
1970-01-01T00:00:00
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14ssp6n
false
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null
VRAM or RAM for cost effective home build
1
I have been wondering what sort of performance people have been getting out of CPU based builds running local llama? I haven't seen a similar post since the release of 8k token limits and ExLLAMA. It's not to hard to imagine a build with 64gb of RAM blowing a mid teir GPU out of the water in terms of model capability...
2023-07-07T01:27:33
https://www.reddit.com/r/LocalLLaMA/comments/14ssguq/vram_or_ram_for_cost_effective_home_build/
Far-Notice1730
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14ssguq
false
null
t3_14ssguq
/r/LocalLLaMA/comments/14ssguq/vram_or_ram_for_cost_effective_home_build/
false
false
self
1
null
A6000 vs 2x 4090
14
I've been experimenting with llms for the past few months. I feel like I've been held back by lacking vram. I'm considering upgrading to either an A6000 or dual 4090s. The A6000 has more vram and costs roughly the same as 2x 4090s. The A6000 would run slower than the 4090s but the A6000 would be a single card and have...
2023-07-07T01:00:17
https://www.reddit.com/r/LocalLLaMA/comments/14srull/a6000_vs_2x_4090/
drnick316
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14srull
false
null
t3_14srull
/r/LocalLLaMA/comments/14srull/a6000_vs_2x_4090/
false
false
self
14
null
Dilbert Comic
0
2023-07-07T00:36:50
https://www.reddit.com/r/dilbert/comments/14sktuy/dilbert_reborn_june_30th_2023_shared_for_all_on/
kubbiember
reddit.com
1970-01-01T00:00:00
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14sracc
false
null
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/r/LocalLLaMA/comments/14sracc/dilbert_comic/
false
false
default
0
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Vector Search w/ LMMs vs Classic Text Search (i.e. elasticsearch), has anyone done pricing/performance experiments?
7
Title! I am sure there has been some research done on this topic but not sure where. Curious if anyone has found vector search via some open-soruce model (through vector store) is more performant/cheaper than elasticsearch. Thanks
2023-07-07T00:02:13
https://www.reddit.com/r/LocalLLaMA/comments/14sqg2j/vector_search_w_lmms_vs_classic_text_search_ie/
Working_Ideal3808
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sqg2j
false
null
t3_14sqg2j
/r/LocalLLaMA/comments/14sqg2j/vector_search_w_lmms_vs_classic_text_search_ie/
false
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self
7
null
Fill in blanks with conversation (Prompt now working?)
5
I am trying to get an appropriate response for this prompt: Fill in the RESPONSE part of this conversation between a human and a bot. Bot: Hi. Human RESPONSE. Bot: I am 10 years old! How about you? Where response would be something like: "Hi, how old are you?" Why isn't this working on anything less than ChatGPT? A...
2023-07-06T22:51:02
https://www.reddit.com/r/LocalLLaMA/comments/14son0l/fill_in_blanks_with_conversation_prompt_now/
ilovejoi36912
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14son0l
false
null
t3_14son0l
/r/LocalLLaMA/comments/14son0l/fill_in_blanks_with_conversation_prompt_now/
false
false
self
5
null
LLMs on a 32-bit device with 2GB of RAM
5
Pardon the messiness of this post, my thought process can be pretty hectic lol # 2023-07-11 Update u/pedantic_pineapple brought some light back into this. I've had some difficulty getting it working, however (listing this to save time if someone else sees this post): 1. Using `pip install languagemodels` ends up dow...
2023-07-06T22:17:51
https://www.reddit.com/r/LocalLLaMA/comments/14snrcp/llms_on_a_32bit_device_with_2gb_of_ram/
MeowAnnabelle
self.LocalLLaMA
2023-07-12T05:03:50
0
{}
14snrcp
false
null
t3_14snrcp
/r/LocalLLaMA/comments/14snrcp/llms_on_a_32bit_device_with_2gb_of_ram/
false
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self
5
null
Best model that can run on Colab
7
Hi everyone First of all, I want to thank everyone in this sub who is contribute to the progress of Open source llms. Than you so much! I want to experiment with medium sized models (7b/13b) but my gpu is old and has only 2GB vram. So I'll probably be using google colab's **free** gpu, which is nvidia T4 with around...
2023-07-06T22:14:05
https://www.reddit.com/r/LocalLLaMA/comments/14snnj5/best_model_that_can_run_on_colab/
Amgadoz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14snnj5
false
null
t3_14snnj5
/r/LocalLLaMA/comments/14snnj5/best_model_that_can_run_on_colab/
false
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self
7
null
Trying Classifier Free Guidance and Negative prompt - some ideas how to test it properly?
17
2023-07-06T21:21:21
https://i.redd.it/i3vo0ys1weab1.jpg
FPham
i.redd.it
1970-01-01T00:00:00
0
{}
14sm839
false
null
t3_14sm839
/r/LocalLLaMA/comments/14sm839/trying_classifier_free_guidance_and_negative/
false
false
https://b.thumbs.redditm…hIImj-gpvUNw.jpg
17
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I guess George Hotz was correct.
78
2023-07-06T21:16:53
https://arxiv.org/abs/2305.14705
MrBeforeMyTime
arxiv.org
1970-01-01T00:00:00
0
{}
14sm3p0
false
null
t3_14sm3p0
/r/LocalLLaMA/comments/14sm3p0/i_guess_george_hotz_was_correct/
false
false
https://b.thumbs.redditm…7XyEMUWtb5zs.jpg
78
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What's the current best model if you have no concern about the hardware?
1
I have access to a semi-supercomputer and I wonder what's the best model I perhaps could run on it specifically for my personal use.
2023-07-06T19:58:57
https://www.reddit.com/r/LocalLLaMA/comments/14sjz7q/whats_the_current_best_model_if_you_have_no/
hattapliktir
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sjz7q
false
null
t3_14sjz7q
/r/LocalLLaMA/comments/14sjz7q/whats_the_current_best_model_if_you_have_no/
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null
Does RAM make a big difference?
1
[removed]
2023-07-06T19:58:01
https://www.reddit.com/r/LocalLLaMA/comments/14sjyan/does_ram_make_a_big_difference/
Asoery
self.LocalLLaMA
2023-07-06T20:02:04
0
{}
14sjyan
false
null
t3_14sjyan
/r/LocalLLaMA/comments/14sjyan/does_ram_make_a_big_difference/
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Help with QLoRA Fine Tune
5
I'm following nearly the same example from the this repository: https://github.com/mzbac/qlora-fine-tune -Except I'm testing it with one of the standard hardcoded datasets in his script, 'alpaca'. Here's the command: python qlora.py --model_name_or_path TheBloke/wizardLM-13B-1.0-fp16 --dataset alpaca --bf16 That da...
2023-07-06T18:59:07
https://www.reddit.com/r/LocalLLaMA/comments/14sidp3/help_with_qlora_fine_tune/
gentlecucumber
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sidp3
false
null
t3_14sidp3
/r/LocalLLaMA/comments/14sidp3/help_with_qlora_fine_tune/
false
false
self
5
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Finetuning guide for MPT
15
I've written up the exact steps doing a full finetune on an MPT model here: https://gist.github.com/float-trip/679019a23f246b17d2dff9e2cf55c387 The official Mosaic docs are fine, but aspirational in places. They're not always up-to-date regarding bugs in the library. As for _why_ to finetune MPT - it's 5-10x cheaper...
2023-07-06T18:45:22
https://www.reddit.com/r/LocalLLaMA/comments/14si12b/finetuning_guide_for_mpt/
float-trip
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14si12b
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null
t3_14si12b
/r/LocalLLaMA/comments/14si12b/finetuning_guide_for_mpt/
false
false
self
15
{'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4-DxLM-C2Ve3tHmVL5ITI6GRtMVG8PzzdBuCKiaabfE.jpg?width=108&crop=smart&auto=webp&s=d5811c5bda5fece1040636a6af8702ba790f0fd4', 'width': 108}, {'height': 108, 'url': 'h...
For those who train models: how do you normalize your data?
2
Assume I have a set of books. Some are perfectly formatted with OCR capabilities from Amazon. Others are scanned in and uploaded to archive.org (say, very old texts). Others have been OCR'd by me manually. How can I ensure each of these are treated the same and fed into the model correctly? Are there tools for this? N...
2023-07-06T17:39:08
https://www.reddit.com/r/LocalLLaMA/comments/14sg873/for_those_who_train_models_how_do_you_normalize/
JebryyathHS
self.LocalLLaMA
2023-07-13T00:21:16
0
{}
14sg873
false
null
t3_14sg873
/r/LocalLLaMA/comments/14sg873/for_those_who_train_models_how_do_you_normalize/
false
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default
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null
Is it possible to change a mining rig into a GPT trainer?
9
Hey folks, I have an old rig of an Octominer with a couple 3090s and 3080s. I would love to either rent out the gpu power/mem or build my own models. In the mining world there are a lot more MOBOs that can have many GPUs like 12. Would I be able to use the mono there or should I just build a gaming PC etc? I guess I'...
2023-07-06T17:39:05
https://www.reddit.com/r/LocalLLaMA/comments/14sg854/is_it_possible_to_change_a_mining_rig_into_a_gpt/
gosume
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sg854
false
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t3_14sg854
/r/LocalLLaMA/comments/14sg854/is_it_possible_to_change_a_mining_rig_into_a_gpt/
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self
9
null
My largest ever quants, GPT 3 sized! BLOOMZ 176B and BLOOMChat 1.0 176B
325
For the last month I've been trying to quantise two mega models, probably the largest models on Hugging Face Hub: Big Science's [BLOOMZ](https://huggingface.co/bigscience/bloomz) and Sambanova Systems' [BLOOMChat 1.0](https://huggingface.co/sambanovasystems/BLOOMChat-176B-v1). I tried various systems, but all the HW a...
2023-07-06T16:12:08
https://www.reddit.com/r/LocalLLaMA/comments/14sdskp/my_largest_ever_quants_gpt_3_sized_bloomz_176b/
The-Bloke
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sdskp
false
null
t3_14sdskp
/r/LocalLLaMA/comments/14sdskp/my_largest_ever_quants_gpt_3_sized_bloomz_176b/
false
false
self
325
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Using LLM locally with HuggingFace blocked?
0
I want to try to use either Falcon, Dolly, or Mosaic to run a model locally on my work laptop. Unfortunately, HuggingFace is blocked on my computer. How would I go about this issue?
2023-07-06T15:29:37
https://www.reddit.com/r/LocalLLaMA/comments/14sckrf/using_llm_locally_with_huggingface_blocked/
sisiwnsjhsjajzjxjs
self.LocalLLaMA
1970-01-01T00:00:00
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{}
14sckrf
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t3_14sckrf
/r/LocalLLaMA/comments/14sckrf/using_llm_locally_with_huggingface_blocked/
false
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default
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null
SuperAGI with KoboldCpp backend
14
Hey. I haven't seen much discussion about [SuperAGI](https://superagi.com/) here, possibly because it mainly seems to target OpenAi (even though they have bundled oobabooga recently). But since I use koboldcpp (and thus ggml), and I don't want to have double models, I created a koboldcpp backend for it. Results so fa...
2023-07-06T15:18:20
https://www.reddit.com/r/LocalLLaMA/comments/14sc98c/superagi_with_koboldcpp_backend/
neph1010
self.LocalLLaMA
2023-07-06T16:15:24
0
{}
14sc98c
false
null
t3_14sc98c
/r/LocalLLaMA/comments/14sc98c/superagi_with_koboldcpp_backend/
false
false
https://b.thumbs.redditm…gxbkO0gfqU1I.jpg
14
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Is there any service like MosaicML to train LLMs, but more focused on individuals instead of enterprises?
0
The title
2023-07-06T13:57:22
https://www.reddit.com/r/LocalLLaMA/comments/14sa0gh/is_there_any_service_like_mosaicml_to_train_llms/
mr_house7
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14sa0gh
false
null
t3_14sa0gh
/r/LocalLLaMA/comments/14sa0gh/is_there_any_service_like_mosaicml_to_train_llms/
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false
default
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null
Fine-tune on personal chats
1
Did you know that you can download all your personal conversations on Facebook? Then use that to fine-tune a LLM to answer like you.
2023-07-06T13:25:02
https://www.reddit.com/r/LocalLLaMA/comments/14s95ri/finetune_on_personal_chats/
veentastudios
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14s95ri
false
null
t3_14s95ri
/r/LocalLLaMA/comments/14s95ri/finetune_on_personal_chats/
false
false
self
1
null
Is there anything to really chat with an AI as you would do with somebody over the phone ?
18
I mean any project, whether free or open source, that would allow you to chat with a bot without using a mouse or keyboard. Ideally, you would be stop or pause the bot's responses by simply saying "STOP" or something similar. So far, none of the solutions I have tried have provided a smooth conversational experienc...
2023-07-06T13:10:46
https://www.reddit.com/r/LocalLLaMA/comments/14s8sy6/is_there_anything_to_really_chat_with_an_ai_as/
alexthai7
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14s8sy6
false
null
t3_14s8sy6
/r/LocalLLaMA/comments/14s8sy6/is_there_anything_to_really_chat_with_an_ai_as/
false
false
self
18
null
LLaMa 65B GPU benchmarks
111
I spent half a day conducting a benchmark test of the 65B model on some of the most powerful GPUs aviailable to individuals. Test Method: I ran the latest Text-Generation-Webui on Runpod, loading Exllma, Exllma\_HF, and LLaMa.cpp for comparative testing. I used a specific prompt to ask them to generate a long story, m...
2023-07-06T12:19:21
https://www.reddit.com/r/LocalLLaMA/comments/14s7j9j/llama_65b_gpu_benchmarks/
Big_Communication353
self.LocalLLaMA
2023-07-06T23:56:31
0
{}
14s7j9j
false
null
t3_14s7j9j
/r/LocalLLaMA/comments/14s7j9j/llama_65b_gpu_benchmarks/
false
false
self
111
null
num_beams > 1 breaking my model (Open-LLaMA7b - Alpaca-finetuned)
3
As the title states, I'm experiencing some weird results when using num\_beams > 1. The first 150-ish tokens are great, much better than if I use num\_beams == 1. However, after that point, it starts outputting gibberish. I've tried tweaking max\_new\_tokens and max\_length to see if the issue lies there. The model...
2023-07-06T12:05:09
https://www.reddit.com/r/LocalLLaMA/comments/14s77av/num_beams_1_breaking_my_model_openllama7b/
BuzzLightr
self.LocalLLaMA
2023-07-06T12:11:33
0
{}
14s77av
false
null
t3_14s77av
/r/LocalLLaMA/comments/14s77av/num_beams_1_breaking_my_model_openllama7b/
false
false
self
3
null
Free LLM api
1
What are some free LLM api which are alternative for OpenAI API
2023-07-06T10:01:14
https://www.reddit.com/r/LocalLLaMA/comments/14s4hou/free_llm_api/
Exciting-Purpose-711
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14s4hou
false
null
t3_14s4hou
/r/LocalLLaMA/comments/14s4hou/free_llm_api/
false
false
self
1
null
New base model InternLM 7B weights released, with 8k context window.
49
2023-07-06T07:39:08
https://github.com/InternLM/InternLM
logicchains
github.com
1970-01-01T00:00:00
0
{}
14s1p96
false
null
t3_14s1p96
/r/LocalLLaMA/comments/14s1p96/new_base_model_internlm_7b_weights_released_with/
false
false
https://b.thumbs.redditm…2pYmSfgPZi5I.jpg
49
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Using other tokenizers?
1
Hi, &#x200B; I'm trying to apply llama in understanding Korean text. However, the original tokenizer for llama seems to greatly over-estimate the number of tokens. With the same input text, llama tokenizer would give 5\~6 times more tokens than KoBERT tokenizer. I assume this is because llama was not built with Kor...
2023-07-06T06:16:08
https://www.reddit.com/r/LocalLLaMA/comments/14s038q/using_other_tokenizers/
manjimin
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14s038q
false
null
t3_14s038q
/r/LocalLLaMA/comments/14s038q/using_other_tokenizers/
false
false
self
1
null
SillyTavern use-cases?
11
I've seen a few people mention they are using SillyTavern and not Ooba. Curious what use-cases are you using in Silly Tavern that are not available in Ooba?
2023-07-06T05:42:18
https://www.reddit.com/r/LocalLLaMA/comments/14rzdsk/sillytavern_usecases/
robo_cap
self.LocalLLaMA
2023-07-06T16:29:03
0
{}
14rzdsk
false
null
t3_14rzdsk
/r/LocalLLaMA/comments/14rzdsk/sillytavern_usecases/
false
false
self
11
null
after a bit of tweaking, i got gpt3clippy working via oobabooga
3
"just follow the errors until its fixed" [using the openai extensions ofc](https://preview.redd.it/kiqaryf98aab1.png?width=1915&format=png&auto=webp&s=01a3ebdc9732d639082273d1b1503feeb8610399)
2023-07-06T05:41:25
https://www.reddit.com/r/LocalLLaMA/comments/14rzd7r/after_a_bit_of_tweaking_i_got_gpt3clippy_working/
happydadinau
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rzd7r
false
null
t3_14rzd7r
/r/LocalLLaMA/comments/14rzd7r/after_a_bit_of_tweaking_i_got_gpt3clippy_working/
false
false
https://b.thumbs.redditm…yVLZfQb68kUo.jpg
3
null
Reproducing LLAMA or doing LoRa on large corpus of pirated books
18
I was thinking whether it's feasible to reproduce LAMA on new large corpuse of pirated books. I did LoRa experiments and it seems unlikely that it would scale beyond 100s of books well. If so, how much compute would I need to repruduce 7b model from skratch?
2023-07-06T05:30:51
https://www.reddit.com/r/LocalLLaMA/comments/14rz5p1/reproducing_llama_or_doing_lora_on_large_corpus/
Itchy_Monk2686
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rz5p1
false
null
t3_14rz5p1
/r/LocalLLaMA/comments/14rz5p1/reproducing_llama_or_doing_lora_on_large_corpus/
false
false
self
18
null
LongNet: Scaling Transformers to 1,000,000,000 Tokens
126
[https://arxiv.org/pdf/2307.02486.pdf](https://arxiv.org/pdf/2307.02486.pdf) Yeeehaww
2023-07-06T05:04:28
https://www.reddit.com/r/LocalLLaMA/comments/14rym30/longnet_scaling_transformers_to_1000000000_tokens/
iuwuwwuwuuwwjueej
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rym30
false
null
t3_14rym30
/r/LocalLLaMA/comments/14rym30/longnet_scaling_transformers_to_1000000000_tokens/
false
false
self
126
null
What's the most sophisticated offline chat LLM available now for either a Macbook M2 Max or a 3070ti GPU desktop I can run?
10
Please, I am begging you, help a fool out
2023-07-06T04:19:33
https://www.reddit.com/r/LocalLLaMA/comments/14rxnq7/whats_the_most_sophisticated_offline_chat_llm/
Careful_Tower_5984
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rxnq7
false
null
t3_14rxnq7
/r/LocalLLaMA/comments/14rxnq7/whats_the_most_sophisticated_offline_chat_llm/
false
false
self
10
null
Can we train for lora with SuperHOT model
3
Hi guys, I'm happy with the performance of the SUPERHOT version of vicuna model(I use this model:TheBloke/Vicuna-33B-1-3-SuperHOT-8K-fp16,and Bloke is a hero!), but I can't seem to find a way to train it(the textgen-webui shows LoRA training has only currently been validated for LLaMA,OPT,GPT-J,and GPT-NeoX models.(Fo...
2023-07-06T03:41:57
https://www.reddit.com/r/LocalLLaMA/comments/14rwue7/can_we_train_for_lora_with_superhot_model/
baibaideyun
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rwue7
false
null
t3_14rwue7
/r/LocalLLaMA/comments/14rwue7/can_we_train_for_lora_with_superhot_model/
false
false
self
3
null
A Comparison of Large Language Models (LLMs) in Biomedical Domain
60
2023-07-06T01:11:08
https://provectus.com/blog/comparison-large-language-models-biomedical-domain/
DarronFeldstein
provectus.com
1970-01-01T00:00:00
0
{}
14rtg35
false
null
t3_14rtg35
/r/LocalLLaMA/comments/14rtg35/a_comparison_of_large_language_models_llms_in/
false
false
https://b.thumbs.redditm…iPA8Sg1e-8wk.jpg
60
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Best option between 2x3060 or 1x3090.
4
The CUDA cores total comes to the same, the memory too. Now that most a.i. programs can use multiple GPUs, I'm not sure who wins. I've got a 3060 12gb and got a little play money (400$ USD). My options are : sell my 3060 and buy a 3090 with the card money and money Or: Get another 3060 12gb because I have 2 pciE po...
2023-07-06T00:06:09
https://www.reddit.com/r/LocalLLaMA/comments/14rs0ko/best_option_between_2x3060_or_1x3090/
oodelay
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rs0ko
false
null
t3_14rs0ko
/r/LocalLLaMA/comments/14rs0ko/best_option_between_2x3060_or_1x3090/
false
false
self
4
null
Tool for deploying open source LLMs on your own cloud
86
Hey all! I’ve been a long time lurker on the subreddit and wanted to share something that me and a friend built. We wanted to create apps on top of open source LLMs and struggled to set them up in our cloud environment efficiently. We realized that the tool we were building for this in itself would probably be pretty ...
2023-07-05T23:22:48
https://www.reddit.com/r/LocalLLaMA/comments/14rqyx8/tool_for_deploying_open_source_llms_on_your_own/
torque-mcclyde
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rqyx8
false
null
t3_14rqyx8
/r/LocalLLaMA/comments/14rqyx8/tool_for_deploying_open_source_llms_on_your_own/
false
false
self
86
{'enabled': False, 'images': [{'id': 'VmEI9xR7ThLUCoCQt_1r0IkPqbNd7G_2woLRY0qHRlA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zE7ysnCouseCL3hmxQZMU1VQk2Q21s3-8ru_wFC0yWQ.jpg?width=108&crop=smart&auto=webp&s=b56200d611e5cb9e2c61a353771462fd0299a9f1', 'width': 108}, {'height': 108, 'url': 'h...
A tool for fast inference running on your own cloud
1
Hey all! I’ve been a long time lurker on the subreddit and wanted to share something that me and a friend built. We wanted to create apps on top of open source LLMs and struggled to set them up in our cloud environment efficiently. We realized that the tool we were building for this in itself would probably be pretty ...
2023-07-05T23:20:19
https://www.reddit.com/r/LocalLLaMA/comments/14rqwk1/a_tool_for_fast_inference_running_on_your_own/
torque-mcclyde
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rqwk1
false
null
t3_14rqwk1
/r/LocalLLaMA/comments/14rqwk1/a_tool_for_fast_inference_running_on_your_own/
false
false
default
1
{'enabled': False, 'images': [{'id': 'VmEI9xR7ThLUCoCQt_1r0IkPqbNd7G_2woLRY0qHRlA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zE7ysnCouseCL3hmxQZMU1VQk2Q21s3-8ru_wFC0yWQ.jpg?width=108&crop=smart&auto=webp&v=enabled&s=1fb8b582a80b4a6c8a94a1c876245c7d3359a1db', 'width': 108}, {'height': 108,...
Haven: Easily run LLMs on inside your own cloud
1
[removed]
2023-07-05T23:06:49
https://www.reddit.com/r/LocalLLaMA/comments/14rqkhh/haven_easily_run_llms_on_inside_your_own_cloud/
h-konsti
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rqkhh
false
null
t3_14rqkhh
/r/LocalLLaMA/comments/14rqkhh/haven_easily_run_llms_on_inside_your_own_cloud/
false
false
default
1
{'enabled': False, 'images': [{'id': 'VmEI9xR7ThLUCoCQt_1r0IkPqbNd7G_2woLRY0qHRlA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zE7ysnCouseCL3hmxQZMU1VQk2Q21s3-8ru_wFC0yWQ.jpg?width=108&crop=smart&auto=webp&v=enabled&s=1fb8b582a80b4a6c8a94a1c876245c7d3359a1db', 'width': 108}, {'height': 108,...
A small llama.cpp server playground
22
&#x200B; https://preview.redd.it/hl0tzxk008ab1.png?width=1337&format=png&auto=webp&s=5f37d2928ba12c9f0e9efc7013bc35e6728e8906 Hello People, i hope you are well. I want to share a small fronted in which i have been working, made with Vue, is very simple and still under development due to the nature of the server.cpp....
2023-07-05T22:20:17
https://www.reddit.com/r/LocalLLaMA/comments/14rpce2/a_small_llamacpp_server_playground/
hwpoison
self.LocalLLaMA
2023-07-05T23:51:17
0
{}
14rpce2
false
null
t3_14rpce2
/r/LocalLLaMA/comments/14rpce2/a_small_llamacpp_server_playground/
false
false
https://b.thumbs.redditm…9I3kexpwou2c.jpg
22
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Why does gpt 4 give me failed to load model?
0
C:\\Users\\Laptop\\Downloads\\Aishit\\LLama>main -i --interactive-first -r "### Human:" --temp 0 -c 2048 -n -1 --ignore-eos --repeat\_penalty 1.2 --instruct -m ggml-model-q4\_1.bin main: build = 794 (ec326d3) main: seed = 1688595156 llama.cpp: loading model from ggml-model-q4\_1.bin error loading model: unexpected...
2023-07-05T22:14:53
https://www.reddit.com/r/LocalLLaMA/comments/14rp7d1/why_does_gpt_4_give_me_failed_to_load_model/
Puzzleheaded-Nose-94
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rp7d1
false
null
t3_14rp7d1
/r/LocalLLaMA/comments/14rp7d1/why_does_gpt_4_give_me_failed_to_load_model/
false
false
default
0
null
Intel AI built into CPU's, is it at all useful for text or image generation? What is it?
31
Just noticed My CPU (12th gen) has what they call "Integrated AI" and even has "Intel® Gaussian & Neural Accelerator (Intel® GNA)" listed in the device manager. See more here: [https://www.intel.com/content/www/us/en/products/docs/processors/core/intelligent-pc-overview.html](https://www.intel.com/content/www/us/en/...
2023-07-05T21:56:39
https://www.reddit.com/r/LocalLLaMA/comments/14roq0p/intel_ai_built_into_cpus_is_it_at_all_useful_for/
SGAShepp
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14roq0p
false
null
t3_14roq0p
/r/LocalLLaMA/comments/14roq0p/intel_ai_built_into_cpus_is_it_at_all_useful_for/
false
false
self
31
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Fine tuning Falcon 7B Instruct
5
I am trying to fine tune Falcon-7b-Instruct: Modules: "query\_key\_value", "dense", "dense\_h\_to\_4h" and "dense\_4h\_to\_h") using peft-LoRA with 64,32 and 16 as ranks tried. Dataset: 80 page FAQ dataset (structured as question-answer pairs. 280 in total) I'm observing the following: 1. The model keeps rambling whi...
2023-07-05T21:08:14
https://www.reddit.com/r/LocalLLaMA/comments/14rnfzs/fine_tuning_falcon_7b_instruct/
anindya_42
self.LocalLLaMA
2023-07-06T06:30:45
0
{}
14rnfzs
false
null
t3_14rnfzs
/r/LocalLLaMA/comments/14rnfzs/fine_tuning_falcon_7b_instruct/
false
false
self
5
null
Local LLaMa on Android phone
70
Wow! I just tried the 'server thats available in llama.cpp on my android phone, and its VERY user friendly. I can keep running this on the go for private chats. (for things that i can't use chatgpt :) Steps: 1. Install termux from f-droid 2. Install gcc from its-pointless repo 3. compile llama.cpp using the following ...
2023-07-05T21:04:50
https://v.redd.it/vizurn39o7ab1
AstrionX
v.redd.it
1970-01-01T00:00:00
0
{}
14rncnb
false
{'reddit_video': {'bitrate_kbps': 4800, 'dash_url': 'https://v.redd.it/vizurn39o7ab1/DASHPlaylist.mpd?a=1692045165%2CZDVmYWY3YzU0YjIwYmMzYWJmMTBhZTUwNGNhMTEwNGZkNTdiMmFhYzMzMDU3OTY5NmJjNTMxYTRhM2E1NjU0Yg%3D%3D&v=1&f=sd', 'duration': 44, 'fallback_url': 'https://v.redd.it/vizurn39o7ab1/DASH_1080.mp4?source=fallback', 'h...
t3_14rncnb
/r/LocalLLaMA/comments/14rncnb/local_llama_on_android_phone/
false
false
https://external-preview…c377b9127d547064
70
{'enabled': False, 'images': [{'id': 'aXM0Y25iMTlvN2FiMV3eHZlopqjlHOBu_t4lZJR4GWPFEVeS8als-ruFyBYQ', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/aXM0Y25iMTlvN2FiMV3eHZlopqjlHOBu_t4lZJR4GWPFEVeS8als-ruFyBYQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=3960d6409a2008b461e47572959266c5a4dd...
Considering migrating from Ubuntu 22.04 to Debian 12
1
Hello, I've been contemplating a switch from Ubuntu 22.04 to Debian 12 and would love to hear about your experiences, especially regarding running inferencing on GGML with full functionality, including GPU acceleration (CUDA). Recently, I gave Fedora 38 a try, but unfortunately, I encountered compatibility issues wit...
2023-07-05T20:31:11
https://www.reddit.com/r/LocalLLaMA/comments/14rmfcm/considering_migrating_from_ubuntu_2204_to_debian/
brunomoreirab
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rmfcm
false
null
t3_14rmfcm
/r/LocalLLaMA/comments/14rmfcm/considering_migrating_from_ubuntu_2204_to_debian/
false
false
self
1
null
Triton vs Llama.cpp?
2
Can anyone explain the difference to me? It seems, based on my very small understanding, that both options allow for a way to run inference on just a CPU? Are there any pros/cons? For background, I'm looking into the best way to run various models like falcon or MPT in a datacenter cluster where we have "buckets of R...
2023-07-05T20:10:24
https://www.reddit.com/r/LocalLLaMA/comments/14rluww/triton_vs_llamacpp/
SigmaSixShooter
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rluww
false
null
t3_14rluww
/r/LocalLLaMA/comments/14rluww/triton_vs_llamacpp/
false
false
self
2
null
Building a Professional QA Chatbot using 4xV100s
3
I'm seeking guidance from the community regarding the development of a professional QA chatbot. Due to the nature of my project, I am unable to use ChatGPT and instead require a private language model. I currently have 4xV100s at my disposal and I'm aiming to strike a balance between the speed of inferencing and the qu...
2023-07-05T19:58:56
https://www.reddit.com/r/LocalLLaMA/comments/14rljdd/building_a_professional_qa_chatbot_using_4xv100s/
vinwizard
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rljdd
false
null
t3_14rljdd
/r/LocalLLaMA/comments/14rljdd/building_a_professional_qa_chatbot_using_4xv100s/
false
false
self
3
null
Issues using P40s
5
Hi, Im trying to get 2x P40s working on a Asus Z270-p. Ive got 4g decoding on, tried setting everything to gen2. I removed all the drives and m.2s. But it still wont post. If i remove either of the 2 cards it posts just fine and boots. But with 2 it refuses to do anything. It doesnt matter which slot i use either. An...
2023-07-05T19:25:28
https://www.reddit.com/r/LocalLLaMA/comments/14rkncu/issues_using_p40s/
ISwearImNotAnAI
self.LocalLLaMA
2023-07-13T13:12:41
0
{}
14rkncu
false
null
t3_14rkncu
/r/LocalLLaMA/comments/14rkncu/issues_using_p40s/
false
false
self
5
null
How to create a LoRA from one book or group of tematic books
3
Hi! I am "half-newbie" in LLM, I know how to use (power user), install, solve basic problems and I have a basic knowledge in programming. I know how to use another type of AI too, the Stable Diffusion, I have been studying this program for over seven months. I fond the Oobabooga, KoboldAI and other programs and I think...
2023-07-05T19:09:13
https://www.reddit.com/r/LocalLLaMA/comments/14rk7g9/how_to_create_a_lora_from_one_book_or_group_of/
Shadow_One111
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rk7g9
false
null
t3_14rk7g9
/r/LocalLLaMA/comments/14rk7g9/how_to_create_a_lora_from_one_book_or_group_of/
false
false
self
3
null
Training options for tasks unsupported by HF
1
Hugging face has a fairly limited number of tasks they support. Are there any other implementations of LoRA that people use where you can customize a bit more, changing final layer and loss function.
2023-07-05T18:46:29
https://www.reddit.com/r/LocalLLaMA/comments/14rjkim/training_options_for_tasks_unsupported_by_hf/
Artistic_Load909
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rjkim
false
null
t3_14rjkim
/r/LocalLLaMA/comments/14rjkim/training_options_for_tasks_unsupported_by_hf/
false
false
self
1
null
Is it safe to delete these files in my local LLM folder? What am I losing if I get rid of the GIT folder entirely? I'm just a user of this stuff, not a developer.
0
&#x200B; https://preview.redd.it/n5eina1mx6ab1.png?width=851&format=png&auto=webp&s=515f4fe032344c8d18fa325c6204550e157a355a
2023-07-05T18:35:52
https://www.reddit.com/r/LocalLLaMA/comments/14rj9vv/is_it_safe_to_delete_these_files_in_my_local_llm/
cleverestx
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rj9vv
false
null
t3_14rj9vv
/r/LocalLLaMA/comments/14rj9vv/is_it_safe_to_delete_these_files_in_my_local_llm/
false
false
https://b.thumbs.redditm…sRVSUG_b4u8I.jpg
0
null
HuggingChatAllInOne: Run HF and GPTQ models using HuggingChat UI easily
6
[HuggingChatAllInOne](https://github.com/bodaay/HuggingChatAllInOne) Hey everyone, The main goal of this repo is to make it super easy for anyone to get HuggingChat running as a UI and text-generation inference server, all in one Docker file. I've also included runpods templates to make launching these even easier. ...
2023-07-05T18:16:47
https://www.reddit.com/r/LocalLLaMA/comments/14riqo5/huggingchatallinone_run_hf_and_gptq_models_using/
bodaaay
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14riqo5
false
null
t3_14riqo5
/r/LocalLLaMA/comments/14riqo5/huggingchatallinone_run_hf_and_gptq_models_using/
false
false
https://b.thumbs.redditm…Sdw-1KO2oAXQ.jpg
6
{'enabled': False, 'images': [{'id': 'JpVrs0sCIibdEY5Co5OrLqyeeam7AaElRlena8NUxso', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zsUwsk7z94weoTmWAWT-oOlXDwqbNZa7DLFiIWINhvc.jpg?width=108&crop=smart&auto=webp&s=b372cbcc0a14432f8758f0ff5be2d8bbed44848b', 'width': 108}, {'height': 108, 'url': 'h...
SillyTavern 1.8 released!
100
2023-07-05T18:08:19
https://github.com/SillyTavern/SillyTavern/releases
WolframRavenwolf
github.com
1970-01-01T00:00:00
0
{}
14riib1
false
null
t3_14riib1
/r/LocalLLaMA/comments/14riib1/sillytavern_18_released/
false
false
https://b.thumbs.redditm…qjPw6N0--2So.jpg
100
{'enabled': False, 'images': [{'id': 'bDW7jyCB5L7RKBwRUqrzWSn3bIb_Szu_GogYRebiCjw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NFgRhAZ_cgs4xao5V1cOWNjptqU5JwIiGBtsvOdhlPU.jpg?width=108&crop=smart&auto=webp&s=22d2e1896c94ecebda58fed69478453d4b16fd4f', 'width': 108}, {'height': 108, 'url': 'h...
How Processing Prompt Works [BLAS]?
1
Explain why this Processing Prompt \[BLAS\] (1024 / 1204 tokens) occurs on every request. because of this, the response time is about 400 seconds. how to reduce it? https://preview.redd.it/z6me60ydp6ab1.png?width=960&format=png&auto=webp&s=501a74548fcdf5ea92b18f172a6599bd29c06623
2023-07-05T17:49:49
https://www.reddit.com/r/LocalLLaMA/comments/14rhyv2/how_processing_prompt_works_blas/
roman1338sf
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rhyv2
false
null
t3_14rhyv2
/r/LocalLLaMA/comments/14rhyv2/how_processing_prompt_works_blas/
false
false
https://b.thumbs.redditm…06bpg-RYOVME.jpg
1
null
Expanding LLM Context Window
22
Spent the day off yesterday diving into how Position Interpolation works and made a quick writeup. These are the main benefits: * With only 1000 training steps, the context window for LLaMA models ranging in size from 7B to 65B was extended **from 2048 tokens to** **32768 tokens.** * Model quality is preserved for...
2023-07-05T17:37:05
https://www.reddit.com/r/LocalLLaMA/comments/14rhmh7/expanding_llm_context_window/
No-Butterscotch-6654
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rhmh7
false
null
t3_14rhmh7
/r/LocalLLaMA/comments/14rhmh7/expanding_llm_context_window/
false
false
self
22
{'enabled': False, 'images': [{'id': '1PHN92PLkTXF0w6hSsddwd0MiEoiT335FbY3YGQDzwk', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/hiSxnz13VpRhICMQat5lA6nbc5xWZgJGblM2hqQ5viY.jpg?width=108&crop=smart&auto=webp&s=941d3dba1d0b9bbcfff7277e0c176792002d435d', 'width': 108}, {'height': 114, 'url': 'h...
What am I doing wrong with WizardCoder-15B-v1.0???
4
I can't for the life of me get any sensible code from this model. I'm using oobabooga as the front end and the instruct prompt is the standard Llama ### Instruct: ### Response: , but when I ask it to generate extremely simple code it just spits out insane levels of garbage. For example: write python code that...
2023-07-05T17:14:18
https://www.reddit.com/r/LocalLLaMA/comments/14rgyty/what_am_i_doing_wrong_with_wizardcoder15bv10/
GeeBee72
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14rgyty
false
null
t3_14rgyty
/r/LocalLLaMA/comments/14rgyty/what_am_i_doing_wrong_with_wizardcoder15bv10/
false
false
self
4
null
Flan-Open-Llama-13B
19
2023-07-05T16:16:40
https://twitter.com/enricoshippole/status/1676624675030401026?s=46&t=4Lg1z9tXUANCKLiHwRSk_A
Acrobatic-Site2065
twitter.com
1970-01-01T00:00:00
0
{}
14rfam5
false
{'oembed': {'author_name': 'Enrico Shippole', 'author_url': 'https://twitter.com/EnricoShippole', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Releasing Flan-Open-Llama-13b, an OpenLLaMA model fine-tuned on the FLAN instruction dataset. <a href="https://t.co...
t3_14rfam5
/r/LocalLLaMA/comments/14rfam5/flanopenllama13b/
false
false
https://b.thumbs.redditm…T0Cf0tx3-XVM.jpg
19
{'enabled': False, 'images': [{'id': '9bLRg0I8ZS0XoyaiPFyy_-25YZBXFO1U_UBMsP36La8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/F5zgOKEBW2GfhMHZiuO6Ny9TfMAULpr8mFXV-Sm2Yoc.jpg?width=108&crop=smart&auto=webp&s=7ee521093583c9b8c452daaa361258c69e9185cf', 'width': 108}], 'source': {'height': 14...
Does ExLlama not truncate the prompt length?
10
I have a 3090. I am currently running a superhot model using 3840 max_seq_len /2 compress_pos_emb It seems to work but if I go over the prompt limit, I get the following error: RuntimeError: start (0) + length (3841) exceeds dimension size (3840). I'm not sure why this is a problem. There's a setting in text-gen...
2023-07-05T15:50:23
https://www.reddit.com/r/LocalLLaMA/comments/14rejf6/does_exllama_not_truncate_the_prompt_length/
zippyfan
self.LocalLLaMA
2023-07-05T16:06:35
0
{}
14rejf6
false
null
t3_14rejf6
/r/LocalLLaMA/comments/14rejf6/does_exllama_not_truncate_the_prompt_length/
false
false
self
10
null
GPT4 for data annotation
1
I am trying to use GPT4/GPT3.5 for data annotation to prepare a supposed gold standard data to train my own smaller models (like Orca), and I am unable to. Most times, it does not even return valid JSON. Even if it does, it does not give consistent results even if I set temperature to zero. There are times it i...
2023-07-05T12:29:32
https://www.reddit.com/r/LocalLLaMA/comments/14r9awd/gpt4_for_data_annotation/
mr_dark_matter
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r9awd
false
null
t3_14r9awd
/r/LocalLLaMA/comments/14r9awd/gpt4_for_data_annotation/
false
false
default
1
null
Deploying models on HuggingFace
1
Sorry if this has been asked before: I'd like to deploy conversationals LLMs with HuggingFace (I'm looking for cheaper GPT3.5 replacements, and I a willing to take a drop in answer quality). However mosts models I'm considering need large amounts of memory (for example, TheBloke/vicuna-13B-1.1-HF requires 26GB). ...
2023-07-05T10:31:20
https://www.reddit.com/r/LocalLLaMA/comments/14r6uhx/deploying_models_on_huggingface/
Lesterpaintstheworld
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r6uhx
false
null
t3_14r6uhx
/r/LocalLLaMA/comments/14r6uhx/deploying_models_on_huggingface/
false
false
default
1
null
Help presenting key differences between two different versions of a document
10
Hey, not sure if LLM would suit the best, but basicly i would like to get the key differences between two different versions of our terms and conditions, each being some 5 pages long so I don’t think feeding it to GPT via API is an option for example, i haven’t tinkered with LLMs locally (yet) but as I am building an ...
2023-07-05T09:08:08
https://www.reddit.com/r/LocalLLaMA/comments/14r57nk/help_presenting_key_differences_between_two/
MRWONDERFU
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r57nk
false
null
t3_14r57nk
/r/LocalLLaMA/comments/14r57nk/help_presenting_key_differences_between_two/
false
false
self
10
null
how to distill llm's in-context learning ,any suggestions?
1
**how to distill llm's in-context learning ,any suggestions?**
2023-07-05T09:04:46
https://www.reddit.com/r/LocalLLaMA/comments/14r55b7/how_to_distill_llms_incontext_learning_any/
MousaicFall
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r55b7
false
null
t3_14r55b7
/r/LocalLLaMA/comments/14r55b7/how_to_distill_llms_incontext_learning_any/
false
false
default
1
null
Orca mini 3B is, as you might expect, not a genius level intellect
63
&#x200B; [I tried to write a little program that uses llama.cpp to generate writing samples, for reasons. It has successfully written hundreds of essays already, but occasionally it just refuses for dumb reasons.](https://preview.redd.it/ggsc77g1n3ab1.png?width=1741&format=png&auto=webp&s=047ae275d8fb28d4afe0465217d94...
2023-07-05T07:41:00
https://www.reddit.com/r/LocalLLaMA/comments/14r3lhe/orca_mini_3b_is_as_you_might_expect_not_a_genius/
Robot_Graffiti
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r3lhe
false
null
t3_14r3lhe
/r/LocalLLaMA/comments/14r3lhe/orca_mini_3b_is_as_you_might_expect_not_a_genius/
false
false
https://b.thumbs.redditm…tVg7o0iWfpIE.jpg
63
null
prompting orca-mini-v2_7b.ggmlv3.q8_0.bin
7
It didn't quite get the answer correct to the problem: [https://paste.c-net.org/SuggestVance](https://paste.c-net.org/SuggestVance) I told it to "think through step by step" and set temperature to 0. Can someone give me tips to get better results from this model? thanks
2023-07-05T06:55:35
https://www.reddit.com/r/LocalLLaMA/comments/14r2r15/prompting_orcaminiv2_7bggmlv3q8_0bin/
dewijones92
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r2r15
false
null
t3_14r2r15
/r/LocalLLaMA/comments/14r2r15/prompting_orcaminiv2_7bggmlv3q8_0bin/
false
false
self
7
null
How do you choose LLM for local inference?
5
What criteria do you use to select the most appropriate LLMs for local inference? Is there a specific LLM architecture you prefer? Do you consider support for CUDA/Metal? What about the quantization size or the amount of RAM required? Which of these (or any other) factors are the most crucial to your selection process...
2023-07-05T06:47:27
https://www.reddit.com/r/LocalLLaMA/comments/14r2ljj/how_do_you_choose_llm_for_local_inference/
Greg_Z_
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r2ljj
false
null
t3_14r2ljj
/r/LocalLLaMA/comments/14r2ljj/how_do_you_choose_llm_for_local_inference/
false
false
self
5
null
What is the best text web ui currently?
32
anyone know what has the most models supported & fastest web ui? or atleast what everyone is using. Ive seen [https://github.com/oobabooga/text-generation-webui](https://github.com/oobabooga/text-generation-webui) and [https://github.com/ParisNeo/lollms-webui](https://github.com/ParisNeo/lollms-webui). im wonderin...
2023-07-05T04:39:42
https://www.reddit.com/r/LocalLLaMA/comments/14r0ar1/what_is_the_best_text_web_ui_currently/
ArrodesDev
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14r0ar1
false
null
t3_14r0ar1
/r/LocalLLaMA/comments/14r0ar1/what_is_the_best_text_web_ui_currently/
false
false
self
32
{'enabled': False, 'images': [{'id': '0Mf47iIzydtRJnU06dNsQpHHYsNgVZDQKhZB6wz-XK0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tKzDrXC-irF0dIy-F4Sw2BKUGKg2LT-wl7YAeU6WJtA.jpg?width=108&crop=smart&auto=webp&s=feebb78e5768ba366d52d83bf17c105afd5fc4c4', 'width': 108}, {'height': 108, 'url': 'h...
Experimental open-source interface for interacting with various generative neural networks.
32
2023-07-05T04:02:28
https://www.reddit.com/gallery/14qzm0f
Svgsprite
reddit.com
1970-01-01T00:00:00
0
{}
14qzm0f
false
null
t3_14qzm0f
/r/LocalLLaMA/comments/14qzm0f/experimental_opensource_interface_for_interacting/
false
false
https://b.thumbs.redditm…WLm49bJhFn2w.jpg
32
null
I am having some issues with ooba
1
When loading a ggml model, the command line used to show something like "gpu accelerated", but now I'm not seeing that anymore. Also, it seems that when I unload a model, it stays in ram. Should I do a reinstall? Any other suggestions? &#x200B; 2023-07-04 22:21:51 INFO:llama.cpp weights detected: models\TheBlok...
2023-07-05T03:25:05
https://www.reddit.com/r/LocalLLaMA/comments/14qyx94/i_am_having_some_issues_with_ooba/
L_vE_scRmBLd_wRds
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qyx94
false
null
t3_14qyx94
/r/LocalLLaMA/comments/14qyx94/i_am_having_some_issues_with_ooba/
false
false
default
1
null
Local training 2GPU methods and benchmarks, with/without NVlink
12
Curious if anyone has has trained models that don’t fit on one GPU. My understanding is there are a few methods to do this: PP- pipeline parallelism ZeRO TP - tensor parallelism According to hugging face these should be about the same with NVlink and PP should be the fastest without. I haven’t seen solid benchmark...
2023-07-05T03:03:22
https://www.reddit.com/r/LocalLLaMA/comments/14qyief/local_training_2gpu_methods_and_benchmarks/
Artistic_Load909
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qyief
false
null
t3_14qyief
/r/LocalLLaMA/comments/14qyief/local_training_2gpu_methods_and_benchmarks/
false
false
self
12
null
CPU Inference Time Falcon-7b
5
I'm having a hard time understanding inference time on CPU. Could someone guide me on how to estimate inference time for max_length=2048, k=10, do_sample=True? I need to run this on a notebook. Here are my laptop specs: Intel 11th Gen i7-11800H @ 2.30Ghz 16 Cpus ~ 2.3Ghz 32GB RAM. My GPU is NVIDIA GeForce RTX 3060 Lap...
2023-07-05T03:03:18
https://www.reddit.com/r/LocalLLaMA/comments/14qyics/cpu_inference_time_falcon7b/
Reasonable-Bowler-54
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qyics
false
null
t3_14qyics
/r/LocalLLaMA/comments/14qyics/cpu_inference_time_falcon7b/
false
false
self
5
null
When you train a LoRA at 256 token cutoff length/context window, what does that mean for its behavior?
7
I know that the training process itself is only going to look at 256 token chunks at once, and the typical llama model is trained/finetuned at 2048 token context. I've read that the behavior of a LoRA trained with 256 cutoff length/token context also suffers from that limitation, and it can't "see" beyond the 256 token...
2023-07-04T23:24:55
https://www.reddit.com/r/LocalLLaMA/comments/14qu6nz/when_you_train_a_lora_at_256_token_cutoff/
SoylentMithril
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qu6nz
false
null
t3_14qu6nz
/r/LocalLLaMA/comments/14qu6nz/when_you_train_a_lora_at_256_token_cutoff/
false
false
self
7
null
Isn't GPT-2 enough for most tasks nowadays? Why should I use a really large model?
1
[removed]
2023-07-04T21:53:05
https://www.reddit.com/r/LocalLLaMA/comments/14qs4vh/isnt_gpt2_enough_for_most_tasks_nowadays_why/
nderstand2grow
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qs4vh
false
null
t3_14qs4vh
/r/LocalLLaMA/comments/14qs4vh/isnt_gpt2_enough_for_most_tasks_nowadays_why/
false
false
default
1
null
CPU or GPU for inference only ?
5
Hey, I'm currently thinking of building something to do inference only with LLMs. Does a GPU make a difference or can I run using only a CPU ? Do you think the new am5/ddr5 combo is more relevant for this kind of tasks than am4/ddr4? Also if I want to use diffusion models for image generation, is a GPU required ? M...
2023-07-04T21:46:05
https://www.reddit.com/r/LocalLLaMA/comments/14qryw5/cpu_or_gpu_for_inference_only/
1PLSXD
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qryw5
false
null
t3_14qryw5
/r/LocalLLaMA/comments/14qryw5/cpu_or_gpu_for_inference_only/
false
false
self
5
null
I measured the effect of RAM overclocking on LLM speed.
57
I tested, how RAM speed affects generation speed. In short, 11% increase in RAM frequency leads to 6% increase in generation speed. The details follow: The test setup was AMD Ryzen 9 3950X and 64Gb RAM (Kingston Renegate) I started the model like this: `.\koboldcpp.exe --model airoboros-65b-gpt4-1.4.ggmlv3.q5_K_M.b...
2023-07-04T21:34:50
https://www.reddit.com/r/LocalLLaMA/comments/14qrp0s/i_measured_the_effect_of_ram_overclocking_on_llm/
Barafu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qrp0s
false
null
t3_14qrp0s
/r/LocalLLaMA/comments/14qrp0s/i_measured_the_effect_of_ram_overclocking_on_llm/
false
false
self
57
null
Huggingface alternative
39
I'm currently downloading a model from huggingface with 200 KB/s. It should be 100x as fast. Has anybody experienced that? Does anyone download their LLMs from a different source? I've recently stumbled upon [ai.torrents.luxe](https://ai.torrents.luxe) but it's not up to date and lacks many (especially ggml) models. ...
2023-07-04T18:43:14
https://www.reddit.com/r/LocalLLaMA/comments/14qncmy/huggingface_alternative/
Mefi282
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qncmy
false
null
t3_14qncmy
/r/LocalLLaMA/comments/14qncmy/huggingface_alternative/
false
false
self
39
null
How many of you built a rig specifically to self host LLMs as a hobby?
214
So, I am curious how many folks have invested in hardware to run local LLMs. I am not talking about ML/AI pros who work for tech companies and who buy this stuff anyway to earn living--talking about hobbyists: what are your use cases and do you feel it was worth it? Building a home server right now, and was curious if...
2023-07-04T18:12:34
https://www.reddit.com/r/LocalLLaMA/comments/14qmk3v/how_many_of_you_built_a_rig_specifically_to_self/
Infinite100p
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qmk3v
false
null
t3_14qmk3v
/r/LocalLLaMA/comments/14qmk3v/how_many_of_you_built_a_rig_specifically_to_self/
false
false
self
214
null
How does LLaMA.cpp run on the CPU?
1
[removed]
2023-07-04T18:11:54
https://www.reddit.com/r/LocalLLaMA/comments/14qmji1/how_does_llamacpp_run_on_the_cpu/
Frequent-Let-7893
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qmji1
false
null
t3_14qmji1
/r/LocalLLaMA/comments/14qmji1/how_does_llamacpp_run_on_the_cpu/
false
false
default
1
null
Did anyone try to benchmark LLM's for coding against each other and against proprietary ones like Copilot X?
18
Curious what the state of open source LLMs vs closed ones is right now. E.g., how does starcoder compare against Copilot?
2023-07-04T18:08:42
https://www.reddit.com/r/LocalLLaMA/comments/14qmggp/did_anyone_try_to_benchmark_llms_for_coding/
Infinite100p
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qmggp
false
null
t3_14qmggp
/r/LocalLLaMA/comments/14qmggp/did_anyone_try_to_benchmark_llms_for_coding/
false
false
self
18
null
How does LLaMA.cpp run on the CPU?
1
[removed]
2023-07-04T17:51:36
https://www.reddit.com/r/LocalLLaMA/comments/14qm063/how_does_llamacpp_run_on_the_cpu/
Old-Leadership-3316
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qm063
false
null
t3_14qm063
/r/LocalLLaMA/comments/14qm063/how_does_llamacpp_run_on_the_cpu/
false
false
default
1
null
[Discussion] Is the OpenLLM Leaderboard not reliable? (https://huggingface.co/blog/evaluating-mmlu-leaderboard)
2
After the recent discussion, that showed the MMLU evaluation numbers of the current top model (Falcon-40B) on the leaderboard were were significantly lower than the numbers in the [published LLaMa paper](https://arxiv.org/abs/2302.13971). There are serious doubts whether other scores in the leaderboard also have the...
2023-07-04T17:37:16
https://www.reddit.com/r/LocalLLaMA/comments/14qln89/discussion_is_the_openllm_leaderboard_not/
awinml1
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1970-01-01T00:00:00
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Prompting tips for short outputs.
2
I'm building a voice assistant program that allows you to speak your commands into a microphone and hear a spoken response from your AI assistant. It's moving along well, however one issue is that I suffer from long speech generation times while using tortoise-tts-fast, (which is expected). I'd like to speed up my exec...
2023-07-04T16:56:24
https://www.reddit.com/r/LocalLLaMA/comments/14qkkq2/prompting_tips_for_short_outputs/
yeetblaster
self.LocalLLaMA
1970-01-01T00:00:00
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14qkkq2
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How can I make my LLaMA 13b model to initiate conversations and kept conversation alive?
22
I need some help with my LLaMA 13b model, which I've finetuned to be girlfriend. problem is conversation run dry pretty quick cause i don't khow how to talk to girl Here are a few specific questions I have: &#x200B; 1. How can I encourage my LLaMA 13b model to initiate conversations ? Are there any specific promp...
2023-07-04T16:01:35
https://www.reddit.com/r/LocalLLaMA/comments/14qj4y3/how_can_i_make_my_llama_13b_model_to_initiate/
catgirl_code_in_lisp
self.LocalLLaMA
1970-01-01T00:00:00
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14qj4y3
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/r/LocalLLaMA/comments/14qj4y3/how_can_i_make_my_llama_13b_model_to_initiate/
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22
null
Would a vram pcie expansion card be possible in the future?
1
Edit: OK clearly this wasn't a good idea, but thank you to everyone who commented. I've learned a lot and these was some interesting bits of technical knowledge shared. I'll leave this up for anyone who has a similar idea and wants to learn. Original post below. Obviously there might not be a huge market for it so ...
2023-07-04T15:43:30
https://www.reddit.com/r/LocalLLaMA/comments/14qinru/would_a_vram_pcie_expansion_card_be_possible_in/
TheSilentFire
self.LocalLLaMA
2023-07-04T19:05:35
0
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14qinru
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null
If you owned a nvidia tesla a100, what would you do with it?
19
I see a lot of people interested in hosting local LLMs but I’m very curious if you had one of these and the hardware wouldn’t be a limit, what would build/do. Seriously replies please!
2023-07-04T15:16:18
https://www.reddit.com/r/LocalLLaMA/comments/14qhz3h/if_you_owned_a_nvidia_tesla_a100_what_would_you/
mehrdotcom
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qhz3h
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null
t3_14qhz3h
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false
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self
19
null
Retrieving a list of movies from a natural language query, given their plots
2
Hi All, I have a requirement to develop an application, which requires me to retrieve a list of movies based on a user query. I also need all models that I will be using, to run locally on my computer. I have a dataset of around 1000 movies, and their corresponding plots. The plots are of 3-4 lines of length. The qu...
2023-07-04T14:30:32
https://www.reddit.com/r/LocalLLaMA/comments/14qgs2e/retrieving_a_list_of_movies_from_a_natural/
jlteja
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qgs2e
false
null
t3_14qgs2e
/r/LocalLLaMA/comments/14qgs2e/retrieving_a_list_of_movies_from_a_natural/
false
false
self
2
null
How To Fine-Tune LLaMA, OpenLLaMA, And XGen, With JAX On A GPU Or A TPU
17
Hello, Fine-tuning your own large language model is the best way to achieve state-of-the-art results, even better than ChatGPT or GPT-4, especially if you fine-tune a modern AI model like LLaMA, OpenLLaMA, or XGen. Properly fine-tuning these models is not necessarily easy though, so I made an A to Z tutorial abo...
2023-07-04T14:26:32
https://www.reddit.com/r/LocalLLaMA/comments/14qgohb/how_to_finetune_llama_openllama_and_xgen_with_jax/
juliensalinas
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qgohb
false
null
t3_14qgohb
/r/LocalLLaMA/comments/14qgohb/how_to_finetune_llama_openllama_and_xgen_with_jax/
false
false
self
17
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Nuggt: A LLM Agent that runs on Wizcoder-15B (4-bit Quantised). It's time to democratise LLM Agents
155
Well I dont know where to begin... Last month I started on this project called Nuggt because I was fed-up with how all the autonomous agents out there require GPT-4 (at least 3 months ago) and GPT-4 is expensive and I didnt have no API keys at that time. So I wanted to create something with GPT-3.5 and thats when this ...
2023-07-04T12:50:57
https://www.reddit.com/r/LocalLLaMA/comments/14qednx/nuggt_a_llm_agent_that_runs_on_wizcoder15b_4bit/
Loya_3005
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qednx
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/r/LocalLLaMA/comments/14qednx/nuggt_a_llm_agent_that_runs_on_wizcoder15b_4bit/
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https://a.thumbs.redditm…D232jxm582U0.jpg
155
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torch.cuda.outofMemoryError need help
2
Hi everyone, i am currently trying to use localGPT for a project and i encountered a problem. Basically i have two setup : \- my home setup with : i5 8600K, 32Gb DDR4 and an RTX 2080 \- my work setup with : i7 8700k , 128Gb DDR4 and an Nvidia A2 in both setup localGPT was installed the same way and ...
2023-07-04T11:30:40
https://www.reddit.com/r/LocalLLaMA/comments/14qcqlw/torchcudaoutofmemoryerror_need_help/
Assasinshock
self.LocalLLaMA
1970-01-01T00:00:00
0
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14qcqlw
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2
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Can I combine two RTX 3060 12 GB to reach 24 GB VRAM?
16
So there is the question already. Could I then fit a 30 B LLaMA model inside (let's say GPTQ loading with ExLlama) or would it still consider it as 12 GB for some reason? Does anybody has experience with this kind of setup? (I'm not talking about playing games with both cards, I know that SLI or NVlink is not supporte...
2023-07-04T11:18:26
https://www.reddit.com/r/LocalLLaMA/comments/14qchl1/can_i_combine_two_rtx_3060_12_gb_to_reach_24_gb/
psi-love
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14qchl1
false
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t3_14qchl1
/r/LocalLLaMA/comments/14qchl1/can_i_combine_two_rtx_3060_12_gb_to_reach_24_gb/
false
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16
null
My custom trained LoRa, showing funny results, and it keeps format of dataset's text which is good.
24
&#x200B; [Funny results](https://preview.redd.it/lj5x2w1hww9b1.png?width=1410&format=png&auto=webp&s=6a3b5ac3cbfa5c6948e2d7bdebb07d28ac035903) I have written in [my previous post](https://www.reddit.com/r/LocalLLaMA/comments/14oib8x/how_to_properly_format_data_for_lora_training/) , I trained LoRa with formatted text....
2023-07-04T09:00:43
https://www.reddit.com/r/LocalLLaMA/comments/14q9tl0/my_custom_trained_lora_showing_funny_results_and/
DaniyarQQQ
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14q9tl0
false
null
t3_14q9tl0
/r/LocalLLaMA/comments/14q9tl0/my_custom_trained_lora_showing_funny_results_and/
false
false
https://a.thumbs.redditm…WHAS9vVhKPA0.jpg
24
null
Local LLMs GPUs
1
I have a AWS EC-2 with Tesla V-100. I am not able to figure out which LOCAL LLM can leverage this. I need it to answer questions based on my docs. Any tuts or articles, you guys can point me to?
2023-07-04T07:47:39
https://www.reddit.com/r/LocalLLaMA/comments/14q8hqg/local_llms_gpus/
Assholefrmcoinexchan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14q8hqg
false
null
t3_14q8hqg
/r/LocalLLaMA/comments/14q8hqg/local_llms_gpus/
false
false
self
1
null
Llama33B vs Falcon40B vs MPT30B
8
Since these models are relatively in a similar range in terms of parameters, it will be good to have a discussion on their capabilities and comparison with each other. I think it will be a good help for all starting out and wondering about these models, which one to use, if we can share our experiences with these ...
2023-07-04T07:43:47
https://www.reddit.com/r/LocalLLaMA/comments/14q8fb0/llama33b_vs_falcon40b_vs_mpt30b/
Raise_Fickle
self.LocalLLaMA
2023-07-04T08:24:54
0
{}
14q8fb0
false
null
t3_14q8fb0
/r/LocalLLaMA/comments/14q8fb0/llama33b_vs_falcon40b_vs_mpt30b/
false
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self
8
null
oobabooga Update broke loading u/The-Bloke huggingface models?
5
Might just be user error but I have been using Runpod and [u/The-Bloke](https://www.reddit.com/u/The-Bloke/) 's brilliant "RunPod TheBloke LLMs" template to easily and cheaply run LLMs for my pleasure. &#x200B; Just today on loading up the template oobabooga seems to have updated and now I cannot load any model from...
2023-07-04T07:39:34
https://www.reddit.com/r/LocalLLaMA/comments/14q8co0/oobabooga_update_broke_loading_uthebloke/
shzam123
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14q8co0
false
null
t3_14q8co0
/r/LocalLLaMA/comments/14q8co0/oobabooga_update_broke_loading_uthebloke/
false
false
self
5
null
Orca-Mini-V2-7b
121
Today I released Orca-Mini-V2-7b [https://huggingface.co/psmathur/orca\_mini\_v2\_7b](https://huggingface.co/psmathur/orca_mini_v2_7b) This is an **Uncensored** LLaMA-7b model build in collaboration with [**Eric Hartford**](https://huggingface.co/ehartford). This is trained on explain tuned datasets, created usin...
2023-07-04T06:18:44
https://www.reddit.com/r/LocalLLaMA/comments/14q6vb5/orcaminiv27b/
Remarkable-Spite-107
self.LocalLLaMA
2023-07-04T15:40:59
0
{}
14q6vb5
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/r/LocalLLaMA/comments/14q6vb5/orcaminiv27b/
false
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https://a.thumbs.redditm…bSu9MJ8unJ14.jpg
121
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I made a cyber-dog character with Pygmalion, and she got a little weird
0
[deleted]
2023-07-04T05:46:57
https://www.reddit.com/gallery/14q6a0h
bigorders
reddit.com
1970-01-01T00:00:00
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14q6a0h
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https://b.thumbs.redditm…EFgHCVsNSo5s.jpg
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null
I made a cyber-dog character, and she got a little weird
1
[deleted]
2023-07-04T05:44:50
[deleted]
1970-01-01T00:00:00
0
{}
14q68lg
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/r/LocalLLaMA/comments/14q68lg/i_made_a_cyberdog_character_and_she_got_a_little/
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default
1
null
Any option for a low end pc?
39
I Have this: Intel(R) Core(TM) i5-7200U CPU @ 2.50GHz 2.71 GHz (7th gen) 8gb RAM 1GB VRAM (integrated video card) &#x200B; Dont diss me, I know its bad, It was the best I could get, Im poor, and I only have this cuz I bought it broken and fixed it. &#x200B; I dont mind having to wait more for answers, the mai...
2023-07-04T05:13:37
https://www.reddit.com/r/LocalLLaMA/comments/14q5n5c/any_option_for_a_low_end_pc/
Chekhovs_Shotgun
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
14q5n5c
false
null
t3_14q5n5c
/r/LocalLLaMA/comments/14q5n5c/any_option_for_a_low_end_pc/
false
false
self
39
null