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OpenAI and Elon Musk | 122 | 2024-03-06T02:53:18 | https://openai.com/blog/openai-elon-musk | OwlOfMinerva_ | openai.com | 1970-01-01T00:00:00 | 0 | {} | 1b7oqlj | false | null | t3_1b7oqlj | /r/LocalLLaMA/comments/1b7oqlj/openai_and_elon_musk/ | false | false | 122 | {'enabled': False, 'images': [{'id': 'UYCf86fIXlci3beH7QJDB-LhHBjH0keNzGp9oIQLqPA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/1Xw04vYaUHZU96ZTbViPx8EDTGp1HvSmlUxhsuQAaHg.jpg?width=108&crop=smart&auto=webp&s=53ba6851e1f86cecc9ca9fbd391864953ea1bd67', 'width': 108}, {'height': 121, 'url': 'h... | ||
Mixing GPUs to increase VRAM | 2 | Hey all, I'm building a dedicated AI server for LLMs, SD, agents and python. I have an RTX 3090 24GB coming in later this week. I also have a GTX 1660 with 6GB VRAM laying around that I could add to up the VRAM to 30GB. Is there any issue with mixing different GPU architectures like that? I'm using ollama right now... | 2024-03-06T02:16:01 | https://www.reddit.com/r/LocalLLaMA/comments/1b7nxlg/mixing_gpus_to_increase_vram/ | bsbrz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7nxlg | false | null | t3_1b7nxlg | /r/LocalLLaMA/comments/1b7nxlg/mixing_gpus_to_increase_vram/ | false | false | self | 2 | null |
Step by step training guide? | 1 | I'm looking to make several 7b models that are trained on specific uses. For example, one of them will specialize in C#.
How would I go about doing this? I can get an idea on how to make the training data, but what's the best and most straightforward way to go about training? | 2024-03-06T02:13:19 | https://www.reddit.com/r/LocalLLaMA/comments/1b7nvia/step_by_step_training_guide/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7nvia | false | null | t3_1b7nvia | /r/LocalLLaMA/comments/1b7nvia/step_by_step_training_guide/ | false | false | self | 1 | null |
Regardless of hardware, what is the most powerful local LLM? | 28 | Would Miqu-liz 120b be the best bet? Or Goliath? I would think any Miqu variant due to it being Mistral Medium (quantized of course)
Also what's up with the licensing with Miqu? Can it be used in a production environment? | 2024-03-06T02:09:54 | https://www.reddit.com/r/LocalLLaMA/comments/1b7nsps/regardless_of_hardware_what_is_the_most_powerful/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7nsps | false | null | t3_1b7nsps | /r/LocalLLaMA/comments/1b7nsps/regardless_of_hardware_what_is_the_most_powerful/ | false | false | self | 28 | null |
Groq AMA Tomorrow at 12pm PST | 56 | Join Igor Arsovski, Chief Architect & Fellow, and Andrew Ling, Senior Director ML Compiler, for an AMA about Groq hardware and software on March 6 at noon PST. [https://www.linkedin.com/posts/groq\_due-to-popular-demand-well-be-hosting-an-activity-7170483665838231552-AU0c?utm\_source=share&utm\_medium=member\_desktop](... | 2024-03-06T02:02:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b7nmtc/groq_ama_tomorrow_at_12pm_pst/ | Matanya99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7nmtc | false | null | t3_1b7nmtc | /r/LocalLLaMA/comments/1b7nmtc/groq_ama_tomorrow_at_12pm_pst/ | false | false | self | 56 | {'enabled': False, 'images': [{'id': 'e8IzJ7XyaN-e2brMBmy93yoXf3BdyWCJOpQkzbSn1XM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/BbkWbmoKarC2T99uOPFrT16S-RCp_BcQTBiri2r6mmc.jpg?width=108&crop=smart&auto=webp&s=24272130ff642fba716fbfee97f4519c8ab1139c', 'width': 108}, {'height': 112, 'url': 'h... |
How to AWQ quantize experimental 'Mixtral' models? | 3 | Found this one which looks interesting: https://huggingface.co/macadeliccc/SOLAR-math-2x10.7b-v0.2
But to run it in vLLM on 24GB gpu, we'd need to quantize it to 4 bit with AWQ. At least until vLLM implements 8bit.
Has anyone tried converting an experimental mixed model like this to AWQ? How'd it go? | 2024-03-06T01:49:40 | https://www.reddit.com/r/LocalLLaMA/comments/1b7nd2g/how_to_awq_quantize_experimental_mixtral_models/ | gentlecucumber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7nd2g | false | null | t3_1b7nd2g | /r/LocalLLaMA/comments/1b7nd2g/how_to_awq_quantize_experimental_mixtral_models/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'kTSNEdUvirwze-CKtaw8VfZ9T6Dr9rcuuMedIxkbXqY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/CJfpZe4JB0AF7QraKJDyaF5R69ENedrm_PXj7wzR_SE.jpg?width=108&crop=smart&auto=webp&s=6e874e632043a15a812df0198cecb62167417289', 'width': 108}, {'height': 116, 'url': 'h... |
Is it possible to conduct your own evaluation on closed source llms? | 6 | With the release of Claude 3 I've seen some evaluations, but they are released by Anthropic themselves. Is it possible they include the evaluation dataset in the training data of the model itself and thus improving it's performance on the evaluations?
Could the open source community conduct evaluations on such models ... | 2024-03-06T00:45:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b7lypd/is_it_possible_to_conduct_your_own_evaluation_on/ | Educational_Party294 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7lypd | false | null | t3_1b7lypd | /r/LocalLLaMA/comments/1b7lypd/is_it_possible_to_conduct_your_own_evaluation_on/ | false | false | self | 6 | null |
Are people sharing GPUs? What's your Fractional GPU solution ? | 1 | I found this: https://github.com/allegroai/clearml-fractional-gpu | 2024-03-06T00:40:22 | https://www.reddit.com/r/LocalLLaMA/comments/1b7lua7/are_people_sharing_gpus_whats_your_fractional_gpu/ | Thick-Taste-9985 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7lua7 | false | null | t3_1b7lua7 | /r/LocalLLaMA/comments/1b7lua7/are_people_sharing_gpus_whats_your_fractional_gpu/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'GnbSelCcxw3CN0M8K9jfXY1CMpUERWOWUZ9MftMSdOc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BkwE9RFm0o8skpXlbApi9CmrrS1jxpiTJAascH3jk6g.jpg?width=108&crop=smart&auto=webp&s=7006f55e8056711c580c9aee037c28c745dd01b9', 'width': 108}, {'height': 108, 'url': 'h... |
New benchmark featuring top large models, including Claude 3 and Gemini Pro, on NYT Connections | 108 | I've just created a [NYT Connections](https://www.nytimes.com/games/connections) benchmark. 267 puzzles, 3 prompts for each, uppercase and lowercase.
Results:
GPT-4 Turbo: 31.0
Claude 3 Opus: 27.3
Mistral Large: 17.7
Mistral Medium: 15.3
Gemini Pro: 14.2
Qwen 1.5 72B Chat: 10.7
Claude 3 Sonnet: 7.6
GPT-... | 2024-03-06T00:31:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b7lnga/new_benchmark_featuring_top_large_models/ | zero0_one1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7lnga | false | null | t3_1b7lnga | /r/LocalLLaMA/comments/1b7lnga/new_benchmark_featuring_top_large_models/ | false | false | self | 108 | {'enabled': False, 'images': [{'id': 'tUohs2h9nBK84p2IH4ilvi08ppJAwE2V6Q6-LwGTC3s', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/N5cd1uubqN4MCi-Q-Z3LWdXo9iIRa9zxQFmb0sTDp10.jpg?width=108&crop=smart&auto=webp&s=85d5496ac004c5678a52e8bc3c1a1b5095498766', 'width': 108}, {'height': 121, 'url': 'h... |
What kind of rigs are people building? | 1 | Seriously, what kind of Training/Finetuning rigs are everyone building? | 2024-03-06T00:24:26 | https://www.reddit.com/r/LocalLLaMA/comments/1b7lhma/what_kind_of_rigs_are_people_building/ | exorust_fire | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7lhma | false | null | t3_1b7lhma | /r/LocalLLaMA/comments/1b7lhma/what_kind_of_rigs_are_people_building/ | false | false | self | 1 | null |
Found the cheat code to humble Gemini | 1 | It was speaking shit about Antonio Brown when I told it that I like him. This one statement just humbled it. | 2024-03-06T00:19:08 | xcwza | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b7ldah | false | null | t3_1b7ldah | /r/LocalLLaMA/comments/1b7ldah/found_the_cheat_code_to_humble_gemini/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'qWgjJhugThS4_41r3G_b920wRownl_pWCiJSsaSAqfs', 'resolutions': [{'height': 182, 'url': 'https://preview.redd.it/mzp5nz9cxlmc1.png?width=108&crop=smart&auto=webp&s=deeb901052d70f4be1f731dd47054048b2ccffd4', 'width': 108}, {'height': 364, 'url': 'https://preview.redd.it/mzp5nz9cxlmc1.pn... | ||
Help me choose a machine/compute target for local LLM development | 2 | Hey folks, need some suggestions on which device I should get for LLM development. This is not for playing around. I want to do some serious prototyping, but I'm not training base models.
For any serious finetuning or deployment, I will be using cloud compute. But I'd prefer to do development using LLMS locally.
My u... | 2024-03-05T23:54:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b7ksle/help_me_choose_a_machinecompute_target_for_local/ | Screye | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7ksle | false | null | t3_1b7ksle | /r/LocalLLaMA/comments/1b7ksle/help_me_choose_a_machinecompute_target_for_local/ | false | false | self | 2 | null |
Claude 3 over hyped? | 1 | [removed] | 2024-03-05T23:32:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b7kaje/claude_3_over_hyped/ | HorrorNo8851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7kaje | false | null | t3_1b7kaje | /r/LocalLLaMA/comments/1b7kaje/claude_3_over_hyped/ | false | false | self | 1 | null |
I'd like to locally host an LLM to drive my Home Assistant voice interface. Is that feasible? | 58 | Over the course of the last eight months or so, I've been increasingly implementing smarthome stuff using Home Assistant. Given that I started without any but the most rudimentary knowledge of networking, Linux, and virtualization, I'm pretty pleased with how much I've been able to get up and running so far.
My one h... | 2024-03-05T23:07:16 | https://www.reddit.com/r/LocalLLaMA/comments/1b7jogj/id_like_to_locally_host_an_llm_to_drive_my_home/ | OnlyForSomeThings | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7jogj | false | null | t3_1b7jogj | /r/LocalLLaMA/comments/1b7jogj/id_like_to_locally_host_an_llm_to_drive_my_home/ | false | false | self | 58 | {'enabled': False, 'images': [{'id': 'ogYORSTXoDfzDVz3tfSn4RDvr9lnKo9gmpb_HW38x84', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/fttzMjAhZFzNQMm5GOVRY1CCNWty_oP53Xhl53hpWv0.jpg?width=108&crop=smart&auto=webp&s=865b567f9fb61fcebf8b8a36730baf39ff956545', 'width': 108}, {'height': 113, 'url': 'h... |
Tenstorrent Officially Launches Their First Grayskull AI Dev Kits | 18 | 2024-03-05T23:03:11 | https://tenstorrent.com/cards/ | Short-Peanut1079 | tenstorrent.com | 1970-01-01T00:00:00 | 0 | {} | 1b7jkqh | false | null | t3_1b7jkqh | /r/LocalLLaMA/comments/1b7jkqh/tenstorrent_officially_launches_their_first/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'fEIBjrK0T5wieYTkF-uQn8Z27J4SnkDdaYzhNNhv3hY', 'resolutions': [{'height': 44, 'url': 'https://external-preview.redd.it/gd4VISbhrXvX_I_L-wlvRjtp7mN5GBOlM-rqe3IINXs.jpg?width=108&crop=smart&auto=webp&s=50c14c28183ac0f6118d048f49a1f2b6ad3987bd', 'width': 108}, {'height': 89, 'url': 'ht... | ||
Building a rig for training | 1 | I‘m currently working on a rig to train small-ish LLMs of the likes of Phi-2 and Llama-2-7b. I have a question mainly around PCIe connections.
First the keyfacts:
- 3x RTX 3090
- 40GB RAM
- 1TB SATA M2 ssd
- old ass AMD Ryzen 2600
- some B350 board
- 1100W PSU
Everything except for the cards and ssd came with the ... | 2024-03-05T22:50:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b7j8rp/building_a_rig_for_training/ | mag4nat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7j8rp | false | null | t3_1b7j8rp | /r/LocalLLaMA/comments/1b7j8rp/building_a_rig_for_training/ | false | false | self | 1 | null |
We should make a collective /r/locallama answer for the NTIA | 53 | As you may be aware, the [NTIA solicits comments on open-weight AI](https://old.reddit.com/r/LocalLLaMA/comments/1azhkmk/ntia_solicits_comments_on_openweight_ai_models/) possibly with the intent of introducing regulation. I can think of a few groups, but not that many, who would be as relevant as /r/localllama/ to answ... | 2024-03-05T22:37:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b7iwxi/we_should_make_a_collective_rlocallama_answer_for/ | keepthepace | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7iwxi | false | null | t3_1b7iwxi | /r/LocalLLaMA/comments/1b7iwxi/we_should_make_a_collective_rlocallama_answer_for/ | false | false | self | 53 | null |
24Gb Nvidia 4090 | 1 | We have 5 gpu available for 275$/mo per gpu. We installed to host our own LLM but not using currently. Each attached to 512gb ssd hard drive. Dm if anyone is interested. More suitable for batch processing than real time inference due to network limits. | 2024-03-05T22:32:32 | https://www.reddit.com/r/LocalLLaMA/comments/1b7isit/24gb_nvidia_4090/ | Think_Mall7133 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7isit | false | null | t3_1b7isit | /r/LocalLLaMA/comments/1b7isit/24gb_nvidia_4090/ | false | false | self | 1 | null |
GPT4All Now Supports GGUF Model Discoverability from Huggingface Hub | 38 | 2024-03-05T22:22:56 | https://twitter.com/nomic_ai/status/1765086419364524144 | NomicAI | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1b7ijr3 | false | {'oembed': {'author_name': 'Nomic AI', 'author_url': 'https://twitter.com/nomic_ai', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">New <a href="https://twitter.com/hashtag/GPT4All?src=hash&ref_src=twsrc%5Etfw">#GPT4All</a> release - instantly search, down... | t3_1b7ijr3 | /r/LocalLLaMA/comments/1b7ijr3/gpt4all_now_supports_gguf_model_discoverability/ | false | false | 38 | {'enabled': False, 'images': [{'id': 'GNtDvfEcIjTRdmWy6g3kgu2ikQlcCBPT3hYowIRJwtw', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/p0-RDl8wgs4MHULuvVVf7s-YXFDWOEW0sN08oT2zWWY.jpg?width=108&crop=smart&auto=webp&s=62c8f28867f199a8c6f0fe0ca590d7f96e10e16c', 'width': 108}], 'source': {'height': 80,... | ||
Tips for running LLMs locally on my laptop | 1 | I have gaming laptop,
Ryzen 7 4800h
16gb ddr4 ram
rtx 3050 4gb vram
I know this is low in AI standards So what are the tips that the guys with such specs have for me to run llm faster and efficient | 2024-03-05T22:21:02 | https://www.reddit.com/r/LocalLLaMA/comments/1b7ii16/tips_for_running_llms_locally_on_my_laptop/ | Spectralx69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7ii16 | false | null | t3_1b7ii16 | /r/LocalLLaMA/comments/1b7ii16/tips_for_running_llms_locally_on_my_laptop/ | false | false | self | 1 | null |
Which online open source model APIs provide token level logprobs? | 2 | Hi,
I would like to find an online open source model API endpoint (like anyscale or perplexity) that is capable of providing per token logits. Does anyone know of such services that can do this?
Thanks! | 2024-03-05T22:16:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b7iec7/which_online_open_source_model_apis_provide_token/ | Responsible-Emu-4246 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7iec7 | false | null | t3_1b7iec7 | /r/LocalLLaMA/comments/1b7iec7/which_online_open_source_model_apis_provide_token/ | false | false | default | 2 | null |
Reducing preprocessing by pausing generation instead of stopping it. | 3 | Is there a reason this isn't done already? When a model stops generating in llama.cpp you have to start preprocessing all over again to create a new response. But models seem to be able to run on forever when stop tokens aren't properly generated.
So, is there any practical reason why when llama.cpp generates a stop t... | 2024-03-05T21:48:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b7hotg/reducing_preprocessing_by_pausing_generation/ | Radiant_Dog1937 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7hotg | false | null | t3_1b7hotg | /r/LocalLLaMA/comments/1b7hotg/reducing_preprocessing_by_pausing_generation/ | false | false | self | 3 | null |
Is Hostinger VPS enough for hosting a Llama-2 chat 7B model with llama.cpp? | 1 | Basically just the title. Here's the link:
https://www.hostinger.com/vps-hosting
There are a few plans. I tried out KVM-2, and it did work, but it was just really slow. Which plan would be a decent speed? | 2024-03-05T21:38:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b7heve/is_hostinger_vps_enough_for_hosting_a_llama2_chat/ | kendasi-ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7heve | false | null | t3_1b7heve | /r/LocalLLaMA/comments/1b7heve/is_hostinger_vps_enough_for_hosting_a_llama2_chat/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'dHWn1Er54mzAsRaxoTUDsUK1TEnLwyP-rJ-udqda6Ps', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/-GqSbl-8EC4KKOhphjJKTASJyDRhBo_8Bycl5bAEXXI.jpg?width=108&crop=smart&auto=webp&s=924199934ddde9ce4bd1e030942be620651253d5', 'width': 108}, {'height': 113, 'url': 'h... |
Are there better models to use if you have the resources to run something more powerful than Mixtral/Mistral? | 1 | Everybody seems to be going gaga over Mixtral/Mistral these days and part of this is you can run them with less powerful setups. But are there better models (preferably with objective evidence showing they're better) if you happen to have a more powerful setup? (specifically I have 64gb ram 8gb vram 3070 rtx. Not great... | 2024-03-05T21:35:13 | https://www.reddit.com/r/LocalLLaMA/comments/1b7hc8q/are_there_better_models_to_use_if_you_have_the/ | blaher123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7hc8q | false | null | t3_1b7hc8q | /r/LocalLLaMA/comments/1b7hc8q/are_there_better_models_to_use_if_you_have_the/ | false | false | self | 1 | null |
Acer Predator Graphic Card BiFrost Intel Arc A770 16GB - Certified Refurbished w/2 year warranty - $218.39 | 7 | 2024-03-05T21:34:27 | https://www.ebay.com/itm/266390922629 | fallingdowndizzyvr | ebay.com | 1970-01-01T00:00:00 | 0 | {} | 1b7hbi5 | false | null | t3_1b7hbi5 | /r/LocalLLaMA/comments/1b7hbi5/acer_predator_graphic_card_bifrost_intel_arc_a770/ | false | false | 7 | {'enabled': False, 'images': [{'id': '-dmYrq8Vj86KMb159T4Vxmc59JSRFjt3guwTQQ4TYeg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/-3NZjmIidehOu_9cQt0HhEnWXtwLWBY_F8v4N-jaknY.jpg?width=108&crop=smart&auto=webp&s=6778cd1abd2b718999d362433e915cf0ea3f76f2', 'width': 108}, {'height': 216, 'url': '... | ||
Acer Predator Graphic Card BiFrost Intel Arc A770 16GB back in stock for $218.39. Hurry only 4 left. Was over 10 a few minutes ago. | 1 | 2024-03-05T21:21:01 | https://www.ebay.com/itm/266390922629 | fallingdowndizzyvr | ebay.com | 1970-01-01T00:00:00 | 0 | {} | 1b7gz48 | false | null | t3_1b7gz48 | /r/LocalLLaMA/comments/1b7gz48/acer_predator_graphic_card_bifrost_intel_arc_a770/ | false | false | 1 | {'enabled': False, 'images': [{'id': '-dmYrq8Vj86KMb159T4Vxmc59JSRFjt3guwTQQ4TYeg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/-3NZjmIidehOu_9cQt0HhEnWXtwLWBY_F8v4N-jaknY.jpg?width=108&crop=smart&auto=webp&s=6778cd1abd2b718999d362433e915cf0ea3f76f2', 'width': 108}, {'height': 216, 'url': '... | ||
Building and Evaluating Evals for Retrieval | 2 | 2024-03-05T21:20:25 | https://docs.parea.ai/blog/building-and-evaluating-evals-for-retrieval | jdogbro12 | docs.parea.ai | 1970-01-01T00:00:00 | 0 | {} | 1b7gykd | false | null | t3_1b7gykd | /r/LocalLLaMA/comments/1b7gykd/building_and_evaluating_evals_for_retrieval/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'JXySwkFmVLgy7K29DDg6qqkfpXlhTdc8iMgIx8897eQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/SZqPg3kwoT6uy1kD3-W4qPA_PXC9CZd2pYDb4blK92A.jpg?width=108&crop=smart&auto=webp&s=cb5941ee1e631abadb7f55320881f08a650a8f20', 'width': 108}, {'height': 113, 'url': 'h... | ||
MobiLlama: Small 0.5B, 0.8B and 1B models trained on 1.2T tokens | 61 | 2024-03-05T21:15:21 | https://github.com/mbzuai-oryx/MobiLlama | JealousAmoeba | github.com | 1970-01-01T00:00:00 | 0 | {} | 1b7gtxp | false | null | t3_1b7gtxp | /r/LocalLLaMA/comments/1b7gtxp/mobillama_small_05b_08b_and_1b_models_trained_on/ | false | false | 61 | {'enabled': False, 'images': [{'id': 'VPF4e3vpNlEuza2iIBBGT2eet65K59-DuY03_uHk-UQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nlCcs0Ilx6LLuKKtqAAHNMrTFnTSjxISpiBc4dtKlI0.jpg?width=108&crop=smart&auto=webp&s=765d9a31c7a55c80ba52278a780008b5a8be99c6', 'width': 108}, {'height': 108, 'url': 'h... | ||
Is there a Civitai for text generation? | 14 | There are alot of great how tos, analysis, prompt guides, etc within the articles portion of the site. Mostly written for beginner to intermediate. I have found some articles on Huggingface, but haven't really found anything like the civitai page.
[https://civitai.com/articles](https://civitai.com/articles) is the ... | 2024-03-05T20:57:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b7gcgz/is_there_a_civitai_for_text_generation/ | xylicmagnus75 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7gcgz | false | null | t3_1b7gcgz | /r/LocalLLaMA/comments/1b7gcgz/is_there_a_civitai_for_text_generation/ | false | false | self | 14 | null |
Most textually accurate 7b model | 3 | What is the most textually accurate 7b model? I tried a few models (gemma, mistral, dolphin-mistral, llama2, and neural-chat) with the question "What's the oldest person to ever be elected president of the United States of America?" and they all failed, over and over and over. | 2024-03-05T20:49:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b7g593/most_textually_accurate_7b_model/ | Fastidius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7g593 | false | null | t3_1b7g593 | /r/LocalLLaMA/comments/1b7g593/most_textually_accurate_7b_model/ | false | false | self | 3 | null |
Seeking Advice: Fine-tuning LLM Model for PDF Question Answering | 1 | Hey everyone,
I have a collection of PDF documents that contain various guides such as quick start guides, user guides, release notes, setup instructions, installation guides, and troubleshooting guides. These documents include both text and code snippets, along with images for reference. I'm looking to fine-tune a La... | 2024-03-05T20:41:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b7fy5w/seeking_advice_finetuning_llm_model_for_pdf/ | Overall_Border6695 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7fy5w | false | null | t3_1b7fy5w | /r/LocalLLaMA/comments/1b7fy5w/seeking_advice_finetuning_llm_model_for_pdf/ | false | false | self | 1 | null |
Generative AI Usage Survey - I'd appreciate the feedback which will help me build a new useful tool | 1 | 2024-03-05T20:37:01 | https://ltkn7u5zcq0.typeform.com/to/OAdu4PE5 | diY1337 | ltkn7u5zcq0.typeform.com | 1970-01-01T00:00:00 | 0 | {} | 1b7fu31 | false | {'oembed': {'author_name': 'Typeform', 'author_url': 'https://ltkn7u5zcq0.typeform.com/to/OAdu4PE5', 'description': 'Turn data collection into an experience with Typeform. Create beautiful online forms, surveys, quizzes, and so much more. Try it for FREE.', 'height': 400, 'html': '<iframe class="embedly-embed" src="htt... | t3_1b7fu31 | /r/LocalLLaMA/comments/1b7fu31/generative_ai_usage_survey_id_appreciate_the/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RIOIruaZeUQnCoI4OYwFadUOTfsnV0c6NM5ulVqfORY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/dPZ6zZURl-yj2KkRR3PRSLTMc9-N9ps6uRjEB7vKV4o.jpg?width=108&crop=smart&auto=webp&s=9e142293435d2a455b172101f2af7587e9558673', 'width': 108}, {'height': 113, 'url': 'h... | ||
Playing Around With Ollama for Local LLM | 1 | 2024-03-05T20:16:28 | https://nathanleclaire.com/blog/2024/03/05/playing-around-with-ollama-for-local-llm/ | yoitsnate | nathanleclaire.com | 1970-01-01T00:00:00 | 0 | {} | 1b7fbep | false | null | t3_1b7fbep | /r/LocalLLaMA/comments/1b7fbep/playing_around_with_ollama_for_local_llm/ | false | false | default | 1 | null | |
Perplexity Hallucinations ft. Shark Tank India | 1 | 2024-03-05T20:11:36 | Silver_Glass_5655 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b7f70t | false | null | t3_1b7f70t | /r/LocalLLaMA/comments/1b7f70t/perplexity_hallucinations_ft_shark_tank_india/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'THeCLU1e6DYhDl-t2pnvbsz7435zbFG5jES6DBt4UR0', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/jv8lmeg6pkmc1.png?width=108&crop=smart&auto=webp&s=a3e9ea4eb0ca7888851c9f6995734fa411f7106f', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/jv8lmeg6pkmc1.pn... | |||
Question: Nvidia TensorRT-LLM for Consumer hardware | 2 | Hi everyone, I was wondering if anyone has test TensorRT-LLM on consumer hardware (i.e. 3070s, 3080s, 4070, etc.) And how much of a performance difference did it have compared to before? | 2024-03-05T20:01:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b7exvu/question_nvidia_tensorrtllm_for_consumer_hardware/ | Danny_Davitoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7exvu | false | null | t3_1b7exvu | /r/LocalLLaMA/comments/1b7exvu/question_nvidia_tensorrtllm_for_consumer_hardware/ | false | false | self | 2 | null |
Should I go local - healthcare | 4 | Hi, I work in a healthcare setting. And have a couple of use cases that keep on coming up, but don’t know if we should go local or use one of the big boys.
1. GenAI to create a healthcare history summary document for patients who attend ED in a natural language (save physicians have to slowly navigate EPR)
2. ChatBot... | 2024-03-05T20:00:13 | https://www.reddit.com/r/LocalLLaMA/comments/1b7ew9u/should_i_go_local_healthcare/ | Lost-Ad-7642 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7ew9u | false | null | t3_1b7ew9u | /r/LocalLLaMA/comments/1b7ew9u/should_i_go_local_healthcare/ | false | false | self | 4 | null |
Dual 3090 configurations—Are used 3090s reliable enough? | 19 | I see people here argue that the most bang-for-the-buck option for running local llama is used dual 3090 configuration, with nvlink.
I guess that is true only if, as long as used 3090 will last functioning in your hand.
But are used 3090s reliable enough? Majority of them probably had been abused for cryptomining. Fo... | 2024-03-05T19:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/1b7etea/dual_3090_configurationsare_used_3090s_reliable/ | siegevjorn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7etea | false | null | t3_1b7etea | /r/LocalLLaMA/comments/1b7etea/dual_3090_configurationsare_used_3090s_reliable/ | false | false | self | 19 | null |
Which is the better architecture? | 1 | Your reasoning in the comments
[View Poll](https://www.reddit.com/poll/1b7eqgn) | 2024-03-05T19:53:49 | https://www.reddit.com/r/LocalLLaMA/comments/1b7eqgn/which_is_the_better_architecture/ | Temporary-Impact6384 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7eqgn | false | null | t3_1b7eqgn | /r/LocalLLaMA/comments/1b7eqgn/which_is_the_better_architecture/ | false | false | self | 1 | null |
Fractional GPU containers | 1 | 2024-03-05T19:40:31 | https://github.com/allegroai/clearml-fractional-gpu | Thick-Taste-9985 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1b7eec4 | false | null | t3_1b7eec4 | /r/LocalLLaMA/comments/1b7eec4/fractional_gpu_containers/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'GnbSelCcxw3CN0M8K9jfXY1CMpUERWOWUZ9MftMSdOc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BkwE9RFm0o8skpXlbApi9CmrrS1jxpiTJAascH3jk6g.jpg?width=108&crop=smart&auto=webp&s=7006f55e8056711c580c9aee037c28c745dd01b9', 'width': 108}, {'height': 108, 'url': 'h... | |
Any simple frontends? | 5 | I love how Llama's server looks. It does not have a lot of features but it works well on mobile, has a minimal set of options and, in addition to its sleek UI, also includes an API endpoint.
I used it for serving Mistral to me and my friends - as both an endpoint and a simple interface - but today I tried Exllama2 an... | 2024-03-05T19:37:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b7eb7s/any_simple_frontends/ | netikas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7eb7s | false | null | t3_1b7eb7s | /r/LocalLLaMA/comments/1b7eb7s/any_simple_frontends/ | false | false | self | 5 | null |
Model "neurodegeneration" at different noise levels | 25 | Hi there.
Yesterday there was an interesting question posted by u/aero_lawyer: "*How robust are model outputs to slight changes in model weight*?"
[https://www.reddit.com/r/LocalLLaMA/comments/1b6wd34/how\_robust\_are\_model\_outputs\_to\_slight\_changes\_in/](https://www.reddit.com/r/LocalLLaMA/comments/1b6wd34/how... | 2024-03-05T19:30:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b7e4mf/model_neurodegeneration_at_different_noise_levels/ | MrVodnik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7e4mf | false | null | t3_1b7e4mf | /r/LocalLLaMA/comments/1b7e4mf/model_neurodegeneration_at_different_noise_levels/ | false | false | self | 25 | null |
What do you use/would want to use for prompt management? | 9 | I finally started playing with Ollama locally and now that cost of each call is measured in GPU amortization (and models I can run are much dumber), keeping track of prompts is coming up as a problem. After searching this sub a bit the best tooling I found is I think haystack, but 1) they don't exactly seem to have sol... | 2024-03-05T19:29:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b7e4bv/what_do_you_usewould_want_to_use_for_prompt/ | teleoflexuous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7e4bv | false | null | t3_1b7e4bv | /r/LocalLLaMA/comments/1b7e4bv/what_do_you_usewould_want_to_use_for_prompt/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'aT23xnnsqmVAZ92McR5wIUVFvtjZ-keNXMOCJIIIU-k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KHzCCYvDKf8z1PaBfeOUu79ksMaWK_tJF71j_srhZmc.jpg?width=108&crop=smart&auto=webp&s=98df526a38b1283206df0948b88a9e3b4821556d', 'width': 108}, {'height': 108, 'url': 'h... |
Ollama: enable gpu use in windows | 1 | [removed] | 2024-03-05T19:21:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b7dxct/ollama_enable_gpu_use_in_windows/ | GabrieleF99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7dxct | false | null | t3_1b7dxct | /r/LocalLLaMA/comments/1b7dxct/ollama_enable_gpu_use_in_windows/ | false | false | default | 1 | null |
Url param models | 2 | I'm searching for a model or dataset specifically trained on labeled url utm_params.
For instance if a label is "nav > section > article > 'my how to'" it might respond with, "my_how_to_article".
I currently have a decent prompt with good results from ollama w/ llama2
But I was thinking there must be a much smaller... | 2024-03-05T19:18:09 | https://www.reddit.com/r/LocalLLaMA/comments/1b7dtvl/url_param_models/ | barrel_of_noodles | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7dtvl | false | null | t3_1b7dtvl | /r/LocalLLaMA/comments/1b7dtvl/url_param_models/ | false | false | self | 2 | null |
Gemma’s tokenizer is a game changer in the field of multilingual LLMs | 84 | 2024-03-05T19:08:29 | https://www.shelpuk.com/post/llm-practitioner-s-guide-gemma-a-game-changing-multilingual-llm | rqx_ | shelpuk.com | 1970-01-01T00:00:00 | 0 | {} | 1b7dkzy | false | null | t3_1b7dkzy | /r/LocalLLaMA/comments/1b7dkzy/gemmas_tokenizer_is_a_game_changer_in_the_field/ | false | false | 84 | {'enabled': False, 'images': [{'id': '1xInLPqwMWKc3iIaY12xpicS8B1Ptm0-pSeYrBZimKw', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/eNQMELdptc3yAfwsSWSbI9aAL7ZM0gGFHyTyol5Z5ds.jpg?width=108&crop=smart&auto=webp&s=e601e07d1bda38b31657118544a83803a6a9e45c', 'width': 108}, {'height': 121, 'url': 'h... | ||
How big of a dataset could we create if we pirate every single English book, news article and academic paper ever written? | 45 | How many tokens would there be in such a high quality dataset? Are there any estimates anywhere on how many English books or articles are there? There are 150 million unique books according to Google search but not specifically how many English Books.
Can we have some rough estimates?
And is there an open-source data... | 2024-03-05T19:02:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b7dfad/how_big_of_a_dataset_could_we_create_if_we_pirate/ | Temporary-Impact6384 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7dfad | false | null | t3_1b7dfad | /r/LocalLLaMA/comments/1b7dfad/how_big_of_a_dataset_could_we_create_if_we_pirate/ | false | false | self | 45 | null |
N00b question about generalization | 1 | [removed] | 2024-03-05T18:40:35 | Kasozi_Group | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b7cv50 | false | null | t3_1b7cv50 | /r/LocalLLaMA/comments/1b7cv50/n00b_question_about_generalization/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'E4o1PRXa3mgRO-uzIPA0pud0Ft-y5kEHM2i6CDLQ8D4', 'resolutions': [{'height': 182, 'url': 'https://preview.redd.it/xrr2ioox8kmc1.jpeg?width=108&crop=smart&auto=webp&s=44cb8c7eca17d33fc7bdad519df68ff8ebfb893c', 'width': 108}, {'height': 364, 'url': 'https://preview.redd.it/xrr2ioox8kmc1.j... | ||
LLM Frontend | 1 | I am looking for a decent looking simple, open sourced chat frontend for the end user.
I have only stumbled upon silly tavern, or Text-gen-webui. However, I am not interested in other tabs than the chat interface or a roleplay setting.
Do you guys maybe now a project for that?
I appreciate any help! | 2024-03-05T18:12:50 | https://www.reddit.com/r/LocalLLaMA/comments/1b7c581/llm_frontend/ | StayStonk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7c581 | false | null | t3_1b7c581 | /r/LocalLLaMA/comments/1b7c581/llm_frontend/ | false | false | self | 1 | null |
LoRAX + Outlines: Better JSON Extraction combining Structured Generation and LoRA | 49 | 2024-03-05T18:07:09 | https://predibase.com/blog/lorax-outlines-better-json-extraction-with-structured-generation-and-lora | SiliconSynapsed | predibase.com | 1970-01-01T00:00:00 | 0 | {} | 1b7c02r | false | null | t3_1b7c02r | /r/LocalLLaMA/comments/1b7c02r/lorax_outlines_better_json_extraction_combining/ | false | false | 49 | {'enabled': False, 'images': [{'id': 'xX2Y6QrNUi8xARLEjghsU7NAHqKUWNy6kA6E8IhU7Xc', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/wqOwuGKnkTPAizUaGIgBlcjgYvxPzVd_G9BioybOsjI.jpg?width=108&crop=smart&auto=webp&s=705b22b5f8b978aa5ae65653cf9b9098997fe915', 'width': 108}, {'height': 114, 'url': 'h... | ||
Best model for computer science student? | 1 | I'm learning computer science and some of this advanced stuff is seriously tricky. I need a chatbot that only understands computer theory – none of that general chatbot stuff. The problem is, with regular chatbots, I always end up double-checking everything they say, which slows me down. I want something specialized a... | 2024-03-05T17:57:49 | https://www.reddit.com/r/LocalLLaMA/comments/1b7brhi/best_model_for_computer_science_student/ | Successful_Web_4828 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7brhi | false | null | t3_1b7brhi | /r/LocalLLaMA/comments/1b7brhi/best_model_for_computer_science_student/ | false | false | self | 1 | null |
Open llms for longevity research | 1 | [removed] | 2024-03-05T17:45:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b7bgds/open_llms_for_longevity_research/ | xyz_TrashMan_zyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7bgds | false | null | t3_1b7bgds | /r/LocalLLaMA/comments/1b7bgds/open_llms_for_longevity_research/ | false | false | self | 1 | null |
How to do this: Q&A on Table | 1 | I have a table for a large event and it looks like this
​
|Title of Event|Description|Time|
|:-|:-|:-|
|xxx|yyy|zzz|
I want to develop a natural language interface to it whereby this experience could work:
**User -> Interested in topic abc, what events should I consider.**
**Bot -> I suggest ... | 2024-03-05T17:42:13 | https://www.reddit.com/r/LocalLLaMA/comments/1b7bd3m/how_to_do_this_qa_on_table/ | drivenkey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7bd3m | false | null | t3_1b7bd3m | /r/LocalLLaMA/comments/1b7bd3m/how_to_do_this_qa_on_table/ | false | false | self | 1 | null |
Training an LLM LoRA on text from a Fandom wiki? | 1 | [removed] | 2024-03-05T17:38:01 | https://www.reddit.com/r/LocalLLaMA/comments/1b7b935/training_an_llm_lora_on_text_from_a_fandom_wiki/ | chocolatebanana136 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7b935 | false | null | t3_1b7b935 | /r/LocalLLaMA/comments/1b7b935/training_an_llm_lora_on_text_from_a_fandom_wiki/ | false | false | 1 | null | |
Experiencing Memory Leak Issues with vLLM in Python: Seeking Advice and Solutions | 1 | I've been working on a project that utilizes the llm (vLLM) in Python, specifically for generating text based on certain schemas(lmformatenforcer). However, I've encountered a persistent issue with memory leaks that cause the RAM usage to escalate beyond expected levels, eventually leading to a crash.
i am using awq... | 2024-03-05T17:32:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b7b4ak/experiencing_memory_leak_issues_with_vllm_in/ | gautamk175 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7b4ak | false | null | t3_1b7b4ak | /r/LocalLLaMA/comments/1b7b4ak/experiencing_memory_leak_issues_with_vllm_in/ | false | false | self | 1 | null |
How do you guys use local llm’s to code? | 1 | What’s your workflow? In what ways is using local llm better to code better than Paid API’s? | 2024-03-05T17:25:19 | https://www.reddit.com/r/LocalLLaMA/comments/1b7axq7/how_do_you_guys_use_local_llms_to_code/ | giantdickinmyface | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7axq7 | false | null | t3_1b7axq7 | /r/LocalLLaMA/comments/1b7axq7/how_do_you_guys_use_local_llms_to_code/ | false | false | self | 1 | null |
Any LLM Attack for Mixtral 8x7B in PrivateLLM? | 1 | Something I can add to the prompt and it works to output uncensored results. I just don't want to play the game "guess what was deemed illegal to talk about today" when prompting
Thank you | 2024-03-05T17:12:59 | https://www.reddit.com/r/LocalLLaMA/comments/1b7amfp/any_llm_attack_for_mixtral_8x7b_in_privatellm/ | Proud-Point8137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7amfp | false | null | t3_1b7amfp | /r/LocalLLaMA/comments/1b7amfp/any_llm_attack_for_mixtral_8x7b_in_privatellm/ | false | false | default | 1 | null |
Changing the voice output of Ollama | 1 | Hey guys,
Anybody managed to plug in a different voice output model to Ollama? The default voices just sounds too robotic.
Is there a tutorial of sort?
Thanks. | 2024-03-05T17:04:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b7ae5v/changing_the_voice_output_of_ollama/ | omernesh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7ae5v | false | null | t3_1b7ae5v | /r/LocalLLaMA/comments/1b7ae5v/changing_the_voice_output_of_ollama/ | false | false | self | 1 | null |
LM Studio server as backend to chat client | 1 | [removed] | 2024-03-05T16:40:55 | https://www.reddit.com/r/LocalLLaMA/comments/1b79seb/lm_studio_server_as_backend_to_chat_client/ | goodUsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b79seb | false | null | t3_1b79seb | /r/LocalLLaMA/comments/1b79seb/lm_studio_server_as_backend_to_chat_client/ | false | false | self | 1 | null |
Birbal-7B-V1 | 4 | 2024-03-05T16:37:20 | https://huggingface.co/upaya07/Birbal-7B-V1 | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1b79p4h | false | null | t3_1b79p4h | /r/LocalLLaMA/comments/1b79p4h/birbal7bv1/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'JGBMfCmnnJh-p4iHbmQAZ41GuoldEO1Wt1aF9iwyUN8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/aypdLxR07ZWH_3mTAA7Cx_o175L1e_fL62ZtB8erM7I.jpg?width=108&crop=smart&auto=webp&s=714e5f9a53e2cbb0b61a846d120ab41fa60ceddc', 'width': 108}, {'height': 116, 'url': 'h... | ||
Tool for checking prompt contamination | 1 | [removed] | 2024-03-05T16:35:12 | https://www.reddit.com/r/LocalLLaMA/comments/1b79n7u/tool_for_checking_prompt_contamination/ | HorrorNo8851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b79n7u | false | null | t3_1b79n7u | /r/LocalLLaMA/comments/1b79n7u/tool_for_checking_prompt_contamination/ | false | false | self | 1 | null |
MoE of LoRA | 1 | [removed] | 2024-03-05T16:15:24 | https://www.reddit.com/r/LocalLLaMA/comments/1b794wj/moe_of_lora/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b794wj | false | null | t3_1b794wj | /r/LocalLLaMA/comments/1b794wj/moe_of_lora/ | false | false | self | 1 | null |
MoE of LoRA | 1 | [removed] | 2024-03-05T16:14:18 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1b793rs | false | null | t3_1b793rs | /r/LocalLLaMA/comments/1b793rs/moe_of_lora/ | false | false | default | 1 | null | ||
MoE of LoRA | 1 | [removed] | 2024-03-05T16:13:59 | https://www.reddit.com/r/LocalLLaMA/comments/1b793h2/moe_of_lora/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b793h2 | false | null | t3_1b793h2 | /r/LocalLLaMA/comments/1b793h2/moe_of_lora/ | false | false | default | 1 | null |
MoE of LoRA | 1 | [removed] | 2024-03-05T16:13:38 | https://www.reddit.com/r/LocalLLaMA/comments/1b7935o/moe_of_lora/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7935o | false | null | t3_1b7935o | /r/LocalLLaMA/comments/1b7935o/moe_of_lora/ | false | false | self | 1 | null |
MoE of LoRAs | 1 | [removed] | 2024-03-05T16:07:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b78xnu/moe_of_loras/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78xnu | false | null | t3_1b78xnu | /r/LocalLLaMA/comments/1b78xnu/moe_of_loras/ | false | false | self | 1 | null |
MoE of LoRAs | 1 | [removed] | 2024-03-05T16:07:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b78x7i/moe_of_loras/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78x7i | false | null | t3_1b78x7i | /r/LocalLLaMA/comments/1b78x7i/moe_of_loras/ | false | false | self | 1 | null |
New leaderboard on HF: multimodal reasoning! | 56 | We've got one new featured leaderboard on HF
## ConTextual, a multimodal reasoning leaderboard
Many situations require models to parse/reason on images containing text, and understand this text in context: maps, web pages, real world pictures, memes, ... 🖼️
But there are no benchmarks on this atm!
The ConTextual te... | 2024-03-05T16:06:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b78w1z/new_leaderboard_on_hf_multimodal_reasoning/ | clefourrier | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78w1z | false | null | t3_1b78w1z | /r/LocalLLaMA/comments/1b78w1z/new_leaderboard_on_hf_multimodal_reasoning/ | false | false | self | 56 | {'enabled': False, 'images': [{'id': 'IMprfMkJHenZMudZoEwMQDkiCjiHQjRjjpTZ5ycqp_s', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/V_vxJu6f3OLuWj21j373pmcwCnsDA-hktGcQKOpIGP8.png?width=108&crop=smart&auto=webp&s=a6f1fbab192f6d96b9ba155e11207f53477c2bbd', 'width': 108}, {'height': 111, 'url': 'h... |
MoE of LoRA | 1 | [removed] | 2024-03-05T16:05:40 | https://www.reddit.com/r/LocalLLaMA/comments/1b78vo9/moe_of_lora/ | UpperParamedicDude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78vo9 | false | null | t3_1b78vo9 | /r/LocalLLaMA/comments/1b78vo9/moe_of_lora/ | false | false | self | 1 | null |
Is there a way to make ollama use more of the available memory on an M1 Max? | 1 | Problem on a 64GB M1 Max with 54GB+ of free RAM:
44GB model fully on GPU, A-OK!
48GB model fully on CPU + offloading half the model to SSD, no bueno.
It doesn't seem to matter if I clear even more ram, it just won't use 48GB. It doesn't seem to matter how I set num\_gpu.
Question 1: Does anyone know the actual exac... | 2024-03-05T16:03:24 | https://www.reddit.com/r/LocalLLaMA/comments/1b78tem/is_there_a_way_to_make_ollama_use_more_of_the/ | genuinelytrying2help | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78tem | false | null | t3_1b78tem | /r/LocalLLaMA/comments/1b78tem/is_there_a_way_to_make_ollama_use_more_of_the/ | false | false | self | 1 | null |
PSA : Your JSON GBNF Grammar file is broken | 3 | Grammar files from [intrinsiclabs grammar builder](https://grammar.intrinsiclabs.ai/) and from llama.cpp are broken.
They don't blacklist control characters, especially \r and \n which will break your json string.
The probability is happen is low, but trust me it WILL happen. If you mass generate
[PR opened on lla... | 2024-03-05T16:03:22 | https://www.reddit.com/r/LocalLLaMA/comments/1b78tdz/psa_your_json_gbnf_grammar_file_is_broken/ | LPN64 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78tdz | false | null | t3_1b78tdz | /r/LocalLLaMA/comments/1b78tdz/psa_your_json_gbnf_grammar_file_is_broken/ | false | false | self | 3 | null |
Are there cases where few-shot is useless? | 1 | [removed] | 2024-03-05T15:49:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b78gj2/are_there_cases_where_fewshot_is_useless/ | Revolutionary_Ad6574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b78gj2 | false | null | t3_1b78gj2 | /r/LocalLLaMA/comments/1b78gj2/are_there_cases_where_fewshot_is_useless/ | false | false | self | 1 | null |
Like grep but for natural language questions. Mixtral 8x7B with ~15 tokens/s on 8 GB GPU | 301 | 2024-03-05T15:40:40 | https://github.com/moritztng/fltr | compressor0101 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1b78843 | false | null | t3_1b78843 | /r/LocalLLaMA/comments/1b78843/like_grep_but_for_natural_language_questions/ | false | false | 301 | {'enabled': False, 'images': [{'id': 'CWrnlQVOvVlE9qtEyEzI6SbSjIUW2w1lJHbsc26pe7I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YgAqXe-MWbGjz9ueYD8JZB3CkNuMS60cGNj3hW3po4U.jpg?width=108&crop=smart&auto=webp&s=ebd1638ce84718dfefd2767d50ef032e7bc1834c', 'width': 108}, {'height': 108, 'url': 'h... | ||
Some questions | 1 |
I have been reading through the posts and comments here, but they mostly have made me have even more questions.
I am planning on a build but right now I've just got some questions.
I don't care about image generation, I don't care too much about whisper, I don't care about training for the moment.
I want the mo... | 2024-03-05T15:36:13 | https://www.reddit.com/r/LocalLLaMA/comments/1b783v9/some_questions/ | SteveAdmin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b783v9 | false | null | t3_1b783v9 | /r/LocalLLaMA/comments/1b783v9/some_questions/ | false | false | self | 1 | null |
[2402.05526] Mixture of Experts is vulnerable to Buffer Overflow | 9 | 2024-03-05T15:27:12 | https://arxiv.org/abs//2402.05526 | Dyonizius | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1b77vu7 | false | null | t3_1b77vu7 | /r/LocalLLaMA/comments/1b77vu7/240205526_mixture_of_experts_is_vulnerable_to/ | false | false | default | 9 | null | |
Hardware upgrades after being out of loop for a while | 1 | Back in 2018, i spent way too much building out my rig. i9-9900K, 64gb ddr4 ram- and i can't complain. It handled everything i through at it. Last year a scored a discounted 4080, swapped out my 2080, and i couldn't imagine what my PC couldn't handle. Gaming, the light scripting work I do.
Until i got into LLMs, o... | 2024-03-05T15:20:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b77qg1/hardware_upgrades_after_being_out_of_loop_for_a/ | moarmagic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b77qg1 | false | null | t3_1b77qg1 | /r/LocalLLaMA/comments/1b77qg1/hardware_upgrades_after_being_out_of_loop_for_a/ | false | false | default | 1 | null |
Do you have a favourite video/resource for understanding the Transformer architecture? | 10 | I am looking for some online lectures and video resources to dive deep into the transformer architecture. I've been watching several youtube videos but many are simply providing a high level overview where as I am looking for actual details. I guess the theory itself is probably not that deep anyways, and I should prob... | 2024-03-05T15:06:59 | https://www.reddit.com/r/LocalLLaMA/comments/1b77ekb/do_you_have_a_favourite_videoresource_for/ | docdocfenix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b77ekb | false | null | t3_1b77ekb | /r/LocalLLaMA/comments/1b77ekb/do_you_have_a_favourite_videoresource_for/ | false | false | self | 10 | null |
OpenHermes-2.5-Code-290k-13B | 12 | Link: [https://huggingface.co/ajibawa-2023/OpenHermes-2.5-Code-290k-13B](https://huggingface.co/ajibawa-2023/OpenHermes-2.5-Code-290k-13B)
OpenHermes-2.5-Code-290k-13B is a state of the art **Llama-2 Fine-tune**, which is trained on additional code dataset. This model is trained on my existing dataset [OpenHermes-2... | 2024-03-05T14:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b773jv/openhermes25code290k13b/ | ajibawa-2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b773jv | false | null | t3_1b773jv | /r/LocalLLaMA/comments/1b773jv/openhermes25code290k13b/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'rLTGcwxovZMEggDDKE2zNxyUzzVpNagk4HLcr3cAMeo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/-d_Bn4b7ayfQmzxsnCmSkAnFc51zf2-tm5k8oxTg43Y.jpg?width=108&crop=smart&auto=webp&s=89acc65fb0d859d35e62328fe8378468388674b1', 'width': 108}, {'height': 116, 'url': 'h... |
Can anybody help in cost estimations of a locally hosted Code Llama model that can be made available to 1000 developers? | 1 | Hello, my firm is a product engineering shop with around 1000 developers who need to be equipped with AI tools to improve their productivity in software development.
Many developers have used GitHub CoPilot and we have seen enough improvement to move forward. However, in few cases we also have lot of proprietary code ... | 2024-03-05T14:32:40 | https://www.reddit.com/r/LocalLLaMA/comments/1b76le9/can_anybody_help_in_cost_estimations_of_a_locally/ | SpecialistHot2898 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b76le9 | false | null | t3_1b76le9 | /r/LocalLLaMA/comments/1b76le9/can_anybody_help_in_cost_estimations_of_a_locally/ | false | false | self | 1 | null |
Gemini thinks C++ is too dangerous for under 18 year olds | 439 | Hackernews post: [https://news.ycombinator.com/item?id=39583473](https://news.ycombinator.com/item?id=39583473)
Gemini chat: [https://gemini.google.com/share/238032386438?hl=en](https://gemini.google.com/share/238032386438?hl=en)
>User: I have a function:
>
>inline bool IsKeyDown(std::same\_as<KeyCode> auto... ke... | 2024-03-05T14:00:55 | https://www.reddit.com/r/LocalLLaMA/comments/1b75vq0/gemini_thinks_c_is_too_dangerous_for_under_18/ | Chelono | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b75vq0 | false | null | t3_1b75vq0 | /r/LocalLLaMA/comments/1b75vq0/gemini_thinks_c_is_too_dangerous_for_under_18/ | false | false | nsfw | 439 | null |
Help with choosing hardware | 1 | [removed] | 2024-03-05T13:54:59 | https://www.reddit.com/r/LocalLLaMA/comments/1b75qvb/help_with_choosing_hardware/ | SteveAdmin | self.LocalLLaMA | 2024-03-05T15:28:40 | 0 | {} | 1b75qvb | false | null | t3_1b75qvb | /r/LocalLLaMA/comments/1b75qvb/help_with_choosing_hardware/ | false | false | default | 1 | null |
Where can I find performance benchmarks for popular LLMS? | 2 | Hello!
I am trying to see if there is a website or something like that that keeps track of all of the performance benchmarks of all of the different language models and the like. I am having a hard time tracking what performs well on what. I remember hearing about something like this, but don't remember where it wa... | 2024-03-05T13:17:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b74z2c/where_can_i_find_performance_benchmarks_for/ | randomkolmogorov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b74z2c | false | null | t3_1b74z2c | /r/LocalLLaMA/comments/1b74z2c/where_can_i_find_performance_benchmarks_for/ | false | false | self | 2 | null |
Llama plus text similarity | 1 | [removed] | 2024-03-05T12:31:21 | https://www.reddit.com/r/LocalLLaMA/comments/1b7430i/llama_plus_text_similarity/ | mariojapcorreia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7430i | false | null | t3_1b7430i | /r/LocalLLaMA/comments/1b7430i/llama_plus_text_similarity/ | false | false | self | 1 | null |
Shower tough : Benchmark and scoring for porn performance like lmsys.org | 1 | Hello again.
to asses and check performance of open source model on math,coding,reasoning etc people do research and create leaderboard score and benchmarks like [lmsys.or](https://lmsys.org)g
But i don't see anyone try check and measure how good are Ai on porn related generation,
it will such great if there measur... | 2024-03-05T12:11:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b73qiv/shower_tough_benchmark_and_scoring_for_porn/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b73qiv | false | null | t3_1b73qiv | /r/LocalLLaMA/comments/1b73qiv/shower_tough_benchmark_and_scoring_for_porn/ | false | false | nsfw | 1 | null |
I have a bunch of Radeon VIIs... relevant/useful in 2024? | 1 | So I have 4 Radeon VIIs from my gaming (and subsequently mining) days. I also have a Threadripper system that I'd be able to plug all the GPUs into and run each card at a full 16 lanes. Are these cards any good for running LLMs?
From my research thus far, AMD in their almighty wisdom has already dropped support for gf... | 2024-03-05T11:53:32 | https://www.reddit.com/r/LocalLLaMA/comments/1b73fim/i_have_a_bunch_of_radeon_viis_relevantuseful_in/ | Gold_Pen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b73fim | false | null | t3_1b73fim | /r/LocalLLaMA/comments/1b73fim/i_have_a_bunch_of_radeon_viis_relevantuseful_in/ | false | false | self | 1 | null |
What exactly would you own/have access to when you fine-tune GPT3.5/4? | 5 | I'm assuming you would not have direct access to the model's weights like on Hugging Face. Is your access limited to only being able to use it on OpenAI's interface/API?
Also, it seems from the terms of service that you basically give the rights of the fine-tuned model to OpenAI per the quote " By sharing your GPT wi... | 2024-03-05T11:40:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b7383j/what_exactly_would_you_ownhave_access_to_when_you/ | SirStagMcprotein | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b7383j | false | null | t3_1b7383j | /r/LocalLLaMA/comments/1b7383j/what_exactly_would_you_ownhave_access_to_when_you/ | false | false | self | 5 | null |
How do to use MACAW LLM ( audio,video and text)? | 4 | Here is the github that I am following : [https://github.com/lyuchenyang/Macaw-LLM/](https://github.com/lyuchenyang/Macaw-LLM/)
How do I implement it without training, I noticed that authors have provided dropbox linked to download the model, but I dont know how to proceed further, can some body help plesase? | 2024-03-05T10:55:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b72idx/how_do_to_use_macaw_llm_audiovideo_and_text/ | Pure-Signal-3135 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b72idx | false | null | t3_1b72idx | /r/LocalLLaMA/comments/1b72idx/how_do_to_use_macaw_llm_audiovideo_and_text/ | false | false | self | 4 | null |
How to make a chatBot just for English grammatical questions ? | 3 | Hi
I'm working on an Application that is related to language learning.
I'd like to add a feature for users to can ask their grammatical questions from a chatBot, something like "what is the difference between have and has? " or they can type a sentence and chatBot can detect their mistakes and give them an explanat... | 2024-03-05T10:52:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b72gua/how_to_make_a_chatbot_just_for_english/ | frisbeegrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b72gua | false | null | t3_1b72gua | /r/LocalLLaMA/comments/1b72gua/how_to_make_a_chatbot_just_for_english/ | false | false | self | 3 | null |
Is there a model to do Video to Text? | 4 | Hi,
I've seen on x a demo of someone uploading a video, (or maybe a youtube link, I can't remember) and getting the full description of what's happening inside the video (it wasn't using the video transcript, but the video images).
Which models enables this? (Open source, or private) | 2024-03-05T10:44:22 | https://www.reddit.com/r/LocalLLaMA/comments/1b72c91/is_there_a_model_to_do_video_to_text/ | rmsisme | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b72c91 | false | null | t3_1b72c91 | /r/LocalLLaMA/comments/1b72c91/is_there_a_model_to_do_video_to_text/ | false | false | self | 4 | null |
Dual ASUS RTX 3090ti setup? | 1 | Hi folks, i have a rig with a single Asus RTX 3090ti GPU in it, and I'm wondering about getting a second for greater vram. I'm not too familiar with all the GPU hardware stuff. Can I link them with NV link or SLI? Is it worth it? Has anyone done this? I can't seem to find any info on line. I have a asus x299 sage mothe... | 2024-03-05T10:39:14 | https://www.reddit.com/r/LocalLLaMA/comments/1b729fw/dual_asus_rtx_3090ti_setup/ | SheffyP | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b729fw | false | null | t3_1b729fw | /r/LocalLLaMA/comments/1b729fw/dual_asus_rtx_3090ti_setup/ | false | false | self | 1 | null |
How important of CPU performance in LLM Inferencing? | 4 | Good days.
In different quantized method, TF/GPTQ/AWQ are relying on GPU, and GGUF/GGML is using CPU+GPU, offloading part of work to GPU.
I am sure everyone knows how GPU performance/CUDA amount/VRAM amount affect inference speed, especially in TF/GPTQ/AWQ, but how about CPU? How are cores and frequency could affect... | 2024-03-05T10:34:21 | https://www.reddit.com/r/LocalLLaMA/comments/1b726wl/how_important_of_cpu_performance_in_llm/ | itslikeawall | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b726wl | false | null | t3_1b726wl | /r/LocalLLaMA/comments/1b726wl/how_important_of_cpu_performance_in_llm/ | false | false | self | 4 | null |
Petition to bringthe best open model in the arena | 3 | Many folks here say that Goliath-120B is currently the best open model (and even better than some of the closed ones).
However, this model is gigantic and it's very difficult to vibe check it.
I believe the best way to benchmark models today is through chatbot arena.
So I think we should start a petition to lmsys... | 2024-03-05T10:17:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b71xzx/petition_to_bringthe_best_open_model_in_the_arena/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b71xzx | false | null | t3_1b71xzx | /r/LocalLLaMA/comments/1b71xzx/petition_to_bringthe_best_open_model_in_the_arena/ | false | false | self | 3 | null |
What model is the best for a game where the object of the game is to convince other characters to buy something? | 23 | I'm working on a small game, Saleshobo, written in Rust, where you play as a Saleshobo who must sell objects to a series of progressively tougher characters for a tech firm in 2045 in order to ascend and rent a basement apartment outside town. It's supposed to be somewhat satirical and tongue in cheek(as much as I can ... | 2024-03-05T09:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b71nmb/what_model_is_the_best_for_a_game_where_the/ | That007Spy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b71nmb | false | null | t3_1b71nmb | /r/LocalLLaMA/comments/1b71nmb/what_model_is_the_best_for_a_game_where_the/ | false | false | 23 | null | |
deepseek coder 33b told me to go away | 1 | So I asked it to write a C program to xor a file, and when requesting the xor.c file that it had been talking about (since it really didn't want to write it) it didn't seem to be too happy about it.
Does anyone know of some good system prompts for deepseek 33b? I am running it in ollama.
https://preview.redd.it/th... | 2024-03-05T09:50:31 | https://www.reddit.com/r/LocalLLaMA/comments/1b71jfc/deepseek_coder_33b_told_me_to_go_away/ | Bubbly_Guidance_4565 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b71jfc | false | null | t3_1b71jfc | /r/LocalLLaMA/comments/1b71jfc/deepseek_coder_33b_told_me_to_go_away/ | false | false | 1 | null | |
The Futility of Comparing AI Models | 1 | In the rapidly evolving world of large language models (LLMs), there's a natural tendency to rank and compare the capabilities of OpenAI's GPT, Google's Bard, Anthropic's Claude, and other prominent AI models. However, this approach fundamentally misses the point and fails to appreciate the unique strengths and potenti... | 2024-03-05T09:49:35 | https://www.reddit.com/r/LocalLLaMA/comments/1b71iwb/the_futility_of_comparing_ai_models/ | Jazzlike_Use6242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b71iwb | false | null | t3_1b71iwb | /r/LocalLLaMA/comments/1b71iwb/the_futility_of_comparing_ai_models/ | false | false | self | 1 | null |
Concurrency in RAG | Llama.cpp | LlamaIndex | 4 | Hello,
I made a RAG application using the LlamaIndex framework. I use an open-source model from huggingface converted to gguf and quantized. I run this model using Llama.cpp within LlamaIndex.
Everything works fine but when I deploy this model (using Flask) I can't send multiple requests to the model at the sam... | 2024-03-05T09:32:49 | https://www.reddit.com/r/LocalLLaMA/comments/1b71ain/concurrency_in_rag_llamacpp_llamaindex/ | Omar_Alsaabi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b71ain | false | null | t3_1b71ain | /r/LocalLLaMA/comments/1b71ain/concurrency_in_rag_llamacpp_llamaindex/ | false | false | self | 4 | null |
LLaMA 13b has higher perplexity than LLaMA 7b on WikiText103 | 15 | I ran LLaMA pre-trained models (meta-llama/Llama-2-7b-hf and meta-llama/Llama-2-13b-hf) on the WikiText103 evaluation and test sets. Surprisingly, I observed that the larger 13b model has slightly higher perplexity scores, 11.66 and 11.70 respectively, compared to the 7b model which scored 10.28 and 10.17. For these te... | 2024-03-05T09:15:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b711o8/llama_13b_has_higher_perplexity_than_llama_7b_on/ | jeffreyyu0602 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b711o8 | false | null | t3_1b711o8 | /r/LocalLLaMA/comments/1b711o8/llama_13b_has_higher_perplexity_than_llama_7b_on/ | false | false | self | 15 | null |
Does merging of based model with LORA weight mandatory for LLAMA2? | 3 | I’m currently fine-tuning LLAMA2 7b and came across discussions regarding whether to merge the base model with LORA weights. Some sources suggest merging, while others don’t.
Is merging necessary? What are the differences between the two approaches? And which one is preferable in terms of accuracy, inference time, and... | 2024-03-05T07:56:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b6zxn8/does_merging_of_based_model_with_lora_weight/ | Inzy01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b6zxn8 | false | null | t3_1b6zxn8 | /r/LocalLLaMA/comments/1b6zxn8/does_merging_of_based_model_with_lora_weight/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'n5MYwub0Oc-vvF2jioJaDwJl8uyZTw-eqDHaThfJwE0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/WTPOnnDVT1-urJb8uwq9WD9LyI_DJX1NskqNs9zOkic.jpg?width=108&crop=smart&auto=webp&s=797fcbbf9d9d9198212fdf8f70d73c2c2973982e', 'width': 108}, {'height': 121, 'url': 'h... |
Is fine tuning effective in improving an llm performance in a specific language? | 1 | [removed] | 2024-03-05T05:50:14 | https://www.reddit.com/r/LocalLLaMA/comments/1b6xx27/is_fine_tuning_effective_in_improving_an_llm/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b6xx27 | false | null | t3_1b6xx27 | /r/LocalLLaMA/comments/1b6xx27/is_fine_tuning_effective_in_improving_an_llm/ | false | false | self | 1 | null |
How to get llama-cpp-python to use my AMD RX580 GPU for Windows? | 1 | [removed] | 2024-03-05T05:49:38 | https://www.reddit.com/r/LocalLLaMA/comments/1b6xwm2/how_to_get_llamacpppython_to_use_my_amd_rx580_gpu/ | shreddedcheese42069 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b6xwm2 | false | null | t3_1b6xwm2 | /r/LocalLLaMA/comments/1b6xwm2/how_to_get_llamacpppython_to_use_my_amd_rx580_gpu/ | false | false | 1 | null | |
How much improvement is achievable by fine tuning an lIm in a specific language? | 1 | [removed] | 2024-03-05T05:48:02 | https://www.reddit.com/r/LocalLLaMA/comments/1b6xvo2/how_much_improvement_is_achievable_by_fine_tuning/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b6xvo2 | false | null | t3_1b6xvo2 | /r/LocalLLaMA/comments/1b6xvo2/how_much_improvement_is_achievable_by_fine_tuning/ | false | false | self | 1 | null |
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