title stringlengths 1 300 | score int64 0 8.54k | selftext stringlengths 0 41.5k | created timestamp[ns]date 2023-04-01 04:30:41 2026-03-04 02:14:14 ⌀ | url stringlengths 0 878 | author stringlengths 3 20 | domain stringlengths 0 82 | edited timestamp[ns]date 1970-01-01 00:00:00 2026-02-19 14:51:53 | gilded int64 0 2 | gildings stringclasses 7
values | id stringlengths 7 7 | locked bool 2
classes | media stringlengths 646 1.8k ⌀ | name stringlengths 10 10 | permalink stringlengths 33 82 | spoiler bool 2
classes | stickied bool 2
classes | thumbnail stringlengths 4 213 ⌀ | ups int64 0 8.54k | preview stringlengths 301 5.01k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Linear Attention by using Second Order Taylor Expansion | 14 | Hello, why there is performance degradation when we try to approximate softmax by using second taylor expansion:
[Normal Attention](https://preview.redd.it/umyk78i8v7wc1.png?width=554&format=png&auto=webp&s=81a71ded7c9debb7492ff142e8ee3261997f3fc5)
[Suppose we selected feature map for it](https://preview.redd.it/zi9i... | 2024-04-23T11:50:07 | https://www.reddit.com/r/LocalLLaMA/comments/1cb2l7f/linear_attention_by_using_second_order_taylor/ | firstironbombjumper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb2l7f | false | null | t3_1cb2l7f | /r/LocalLLaMA/comments/1cb2l7f/linear_attention_by_using_second_order_taylor/ | false | false | 14 | null | |
BEST LLM for overall intelligence and knowledge, science, logic, reasoning also good at math in a PC offline, but not interested on coding- What do you guys think: LLAMA vs. PHI-3? | 0 | Llama 3 vs PHi-3 for best offline earth compedium and smart
Explain your reason :) | 2024-04-23T11:33:05 | https://www.reddit.com/r/LocalLLaMA/comments/1cb29yv/best_llm_for_overall_intelligence_and_knowledge/ | maxpayne07 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb29yv | false | null | t3_1cb29yv | /r/LocalLLaMA/comments/1cb29yv/best_llm_for_overall_intelligence_and_knowledge/ | false | false | self | 0 | null |
How does Llama inference work? | 7 | How does inference work? Could someone provide me with example? I am confused about caching, like we have KV cache, but what about previous Attention scores?
I am having trouble understanding it, because when I referenced VLLM implementation, it wasn't the same as I expected.
For example, my input sentence is "Hel... | 2024-04-23T11:28:13 | https://www.reddit.com/r/LocalLLaMA/comments/1cb26op/how_does_llama_inference_work/ | firstironbombjumper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb26op | false | null | t3_1cb26op | /r/LocalLLaMA/comments/1cb26op/how_does_llama_inference_work/ | false | false | 7 | null | |
In category English Llama 3-70B is as good as GPT4 turbo, and Llama 3-8B better than GPT4-0613. Is this your experience as well? | 194 | 2024-04-23T11:16:31 | https://www.reddit.com/gallery/1cb1z15 | __Maximum__ | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1cb1z15 | false | null | t3_1cb1z15 | /r/LocalLLaMA/comments/1cb1z15/in_category_english_llama_370b_is_as_good_as_gpt4/ | false | false | 194 | null | ||
I am confused by so many ways to setup llamas and llavas. Is there a lower level but more universal implementation? | 5 | I have a project where i want to test different models. What i want to do is install all files to my local disc and make them run one by one. I guess, my question can be rephrased as "how to run LLamas through .safetensor files (they usually split into 2 parts) "
| Model Name | Contex... | 2024-04-23T11:03:59 | https://www.reddit.com/r/LocalLLaMA/comments/1cb1r21/i_am_confused_by_so_many_ways_to_setup_llamas_and/ | karaposu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb1r21 | false | null | t3_1cb1r21 | /r/LocalLLaMA/comments/1cb1r21/i_am_confused_by_so_many_ways_to_setup_llamas_and/ | false | false | self | 5 | null |
Can I get only stringified json as an output from LLM model. | 3 | Literally the title. I am using Mistral 7b instruct v0.2. my usecase is to generate stringified json from prompt. The mistral model is doing well as from prompt it does generate the json. But I need it to generate the stringified format of that json.
What should I do? I have heard of a framework called as langchain, c... | 2024-04-23T09:41:43 | https://www.reddit.com/r/LocalLLaMA/comments/1cb0gfs/can_i_get_only_stringified_json_as_an_output_from/ | Old-Box-854 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb0gfs | false | null | t3_1cb0gfs | /r/LocalLLaMA/comments/1cb0gfs/can_i_get_only_stringified_json_as_an_output_from/ | false | false | self | 3 | null |
newbie asking if I am using my Model wrong with my data??? Why is it so bad (comparing gpt4) | 5 | Hi there, not sure if this is the right place to ask.
I used the followings with LM Studio on my M1 Max macbook with 32GB Ram
* Mistral Instruct v0.2
* Meta Llamna 3 instruct Q4\_K\_M
My task is very simple, I just want to supply a transcript from a meeting and ask questions about it.
Unfortunately, comaring t... | 2024-04-23T09:24:41 | https://www.reddit.com/r/LocalLLaMA/comments/1cb07mc/newbie_asking_if_i_am_using_my_model_wrong_with/ | arcticJill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb07mc | false | null | t3_1cb07mc | /r/LocalLLaMA/comments/1cb07mc/newbie_asking_if_i_am_using_my_model_wrong_with/ | false | false | self | 5 | null |
Llama3 alignment prompt? | 1 | Got this response from Llama3 8B, it looks a bit like it just repeated alignment instructions/prompt.
```
In this example, the AI assistant is programmed to recognize and respond to certain keywords and phrases, but it also has a moral compass that prevents it from assisting with illegal activities. The assistant poli... | 2024-04-23T09:23:29 | https://www.reddit.com/r/LocalLLaMA/comments/1cb070v/llama3_alignment_prompt/ | cztomsik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb070v | false | null | t3_1cb070v | /r/LocalLLaMA/comments/1cb070v/llama3_alignment_prompt/ | false | false | self | 1 | null |
Extra or missing tokens in quantized Mixtral 8x22B and surprisingly poor performance. Has anyone else experienced this? | 1 | [removed] | 2024-04-23T09:20:34 | https://www.reddit.com/r/LocalLLaMA/comments/1cb05f0/extra_or_missing_tokens_in_quantized_mixtral/ | bizettebolton | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb05f0 | false | null | t3_1cb05f0 | /r/LocalLLaMA/comments/1cb05f0/extra_or_missing_tokens_in_quantized_mixtral/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'P-b0SMWJHV2f-jFBVtmXlaArUFMbKFFOuyeN8DTJr9U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YbNwA6khiqFDvnWkWsRybH4Y7RutAC0V3GstudfuqRI.jpg?width=108&crop=smart&auto=webp&s=628718ac0c4e130f674790488fb34f511daaaa63', 'width': 108}, {'height': 116, 'url': 'h... |
Ahah, the Llama3 is not that much censored!+) | 1 | [removed] | 2024-04-23T09:14:49 | https://www.reddit.com/r/LocalLLaMA/comments/1cb02d1/ahah_the_llama3_is_not_that_much_censored/ | uhuge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb02d1 | false | null | t3_1cb02d1 | /r/LocalLLaMA/comments/1cb02d1/ahah_the_llama3_is_not_that_much_censored/ | false | false | 1 | null | |
How I made an entire Team with CrewAI to manage my YouTube channel | 1 | [removed] | 2024-04-23T09:11:02 | https://www.reddit.com/r/LocalLLaMA/comments/1cb00fq/how_i_made_an_entire_team_with_crewai_to_manage/ | fx2mx3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cb00fq | false | null | t3_1cb00fq | /r/LocalLLaMA/comments/1cb00fq/how_i_made_an_entire_team_with_crewai_to_manage/ | false | false | self | 1 | null |
Are Intel cpu/gpu processor-based consumer workstations for llama3 any good? | 4 | Could someone share their experience and best practices with using Intel solutions mentioned in this blog for Llama3 inference and fine-tuning purposes? I am curious how the speed compares to a system with dedicated Nvidia GPUs.
[https://www.intel.com/content/www/us/en/developer/articles/technical/accelerate-meta-llam... | 2024-04-23T09:09:57 | https://www.reddit.com/r/LocalLLaMA/comments/1cazzv9/are_intel_cpugpu_processorbased_consumer/ | sbs1799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazzv9 | false | null | t3_1cazzv9 | /r/LocalLLaMA/comments/1cazzv9/are_intel_cpugpu_processorbased_consumer/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': '912tSjmZ3Cwi5KmUzhu5H-lGbAOEoMynMUbqU_nFarU', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/pOPuW_iNdIa10dhRtc1cNC57z3SNqjd2uyv5Nypw2CQ.jpg?width=108&crop=smart&auto=webp&s=99f9db072cd0550647676902c32d5b22cb36f2fb', 'width': 108}, {'height': 144, 'url': 'h... |
How good is llama3 for coding? Personal observation in description | 20 | I try the following problem when a new model comes out to test the coding capabilities and do it 3 times to see if the response works consistently.
"Give me complete working code html, css, js in a single html file for a snake game where I can control the movement of snake with my arrow keys on keyboard and when the s... | 2024-04-23T09:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/1cazve4/how_good_is_llama3_for_coding_personal/ | rogue_of_the_year | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazve4 | false | null | t3_1cazve4 | /r/LocalLLaMA/comments/1cazve4/how_good_is_llama3_for_coding_personal/ | false | false | self | 20 | null |
More readable format to compare Phi-3 with the different models | 32 | 2024-04-23T08:50:40 | mw11n19 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1cazpwc | false | null | t3_1cazpwc | /r/LocalLLaMA/comments/1cazpwc/more_readable_format_to_compare_phi3_with_the/ | false | false | 32 | {'enabled': True, 'images': [{'id': 'PzBqy6YgDi2Fedc3lV998NbCZk63ATWvKc8CF9c6R7U', 'resolutions': [{'height': 62, 'url': 'https://preview.redd.it/pfmgrk2xz6wc1.jpeg?width=108&crop=smart&auto=webp&s=8a12f09d7102cc15444f519ecf4e14ddae986fdd', 'width': 108}, {'height': 125, 'url': 'https://preview.redd.it/pfmgrk2xz6wc1.jp... | |||
Quantization confusion | 1 | [removed] | 2024-04-23T08:34:15 | https://www.reddit.com/r/LocalLLaMA/comments/1cazhph/quantization_confusion/ | oomydoomy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazhph | false | null | t3_1cazhph | /r/LocalLLaMA/comments/1cazhph/quantization_confusion/ | false | false | self | 1 | null |
Llama 3 runs on iPhone at ~8.5t/s, can it run on android? | 69 | [https://twitter.com/awnihannun/status/1781062696835912155](https://twitter.com/awnihannun/status/1781062696835912155)
​
if so, I'm curious about its performance | 2024-04-23T08:31:38 | https://www.reddit.com/r/LocalLLaMA/comments/1cazgec/llama_3_runs_on_iphone_at_85ts_can_it_run_on/ | wjohhan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazgec | false | null | t3_1cazgec | /r/LocalLLaMA/comments/1cazgec/llama_3_runs_on_iphone_at_85ts_can_it_run_on/ | false | false | self | 69 | {'enabled': False, 'images': [{'id': 'Pu0dp2N6CvF3d4ucFcm4KWZw-rQy2Flz3R1A-Iv1ugA', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/qM--5zllOHe_U0lysu8f-DvJWlIx1LQkRE635Xq8zfk.jpg?width=108&crop=smart&auto=webp&s=b6168801f5f95489dc92a82aa3d4ff6c61695e49', 'width': 108}], 'source': {'height': 14... |
Reuters and The Verge: "Phi-3-mini will be available immediately on Azure, HuggingFace, and Ollama" | 24 | 2024-04-23T08:31:30 | https://www.theverge.com/2024/4/23/24137534/microsoft-phi-3-launch-small-ai-language-model | Balance- | theverge.com | 1970-01-01T00:00:00 | 0 | {} | 1cazgbq | false | null | t3_1cazgbq | /r/LocalLLaMA/comments/1cazgbq/reuters_and_the_verge_phi3mini_will_be_available/ | false | false | 24 | {'enabled': False, 'images': [{'id': 'sWTPYxWsg43Ee6CB8amod6UzIzpEKynQAgR3N5qJoqY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/08wbNO017cLl-Y8RksfDyZyfH8D3VeSHJteIR0Ba_Jc.jpg?width=108&crop=smart&auto=webp&s=22ae893f4d0930cb034b8c6d835e588c210744b7', 'width': 108}, {'height': 113, 'url': 'h... | ||
Llama3 setup in l.cpp server - Ahahah! | 0 | With the default chat(ML) template and Llama3 8B-instruct it keeps plaguing the conversations with Ahahah on reply beginning or ahah at end.
I tried to copy the "official template" from [https://github.com/lmstudio-ai/.github/issues/43#issue-2253149693](https://github.com/lmstudio-ai/.github/issues/43#issue-225314969... | 2024-04-23T08:24:44 | https://www.reddit.com/r/LocalLLaMA/comments/1cazd0u/llama3_setup_in_lcpp_server_ahahah/ | uhuge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazd0u | false | null | t3_1cazd0u | /r/LocalLLaMA/comments/1cazd0u/llama3_setup_in_lcpp_server_ahahah/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'xSeWintZX2cBa49ysK5qOGLWP-ws1RBQOMxDhuQYK2Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fmj9EYGyLmBMxBgU8IBSA_Ci2DK7qUkwO-X83IGE0Cc.jpg?width=108&crop=smart&auto=webp&s=95678f8bbda2b5b3615e6c2822473b5a95a280d0', 'width': 108}, {'height': 108, 'url': 'h... |
Can I train Llama 3 to do my job ? | 0 | I do data analysis on SQL and I must understand Insurance stuff that can be put on text (and other things that aren't really doable yet on LLM). What I want to do is train a local Llama 3 to understand the data I work with and be able to have autonomy on what it does. I also want him to read stuff I don't want to and s... | 2024-04-23T08:21:15 | https://www.reddit.com/r/LocalLLaMA/comments/1cazbb1/can_i_train_llama_3_to_do_my_job/ | TheHayha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cazbb1 | false | null | t3_1cazbb1 | /r/LocalLLaMA/comments/1cazbb1/can_i_train_llama_3_to_do_my_job/ | false | false | self | 0 | null |
Phi-3 was definitely not on my radar | 74 | 2024-04-23T08:21:10 | Amgadoz | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1cazb9f | false | null | t3_1cazb9f | /r/LocalLLaMA/comments/1cazb9f/phi3_was_definitely_not_on_my_radar/ | false | false | 74 | {'enabled': True, 'images': [{'id': 'zStHYCmDJz3RLQe6Fw6KEkXqXs5N7QR1jmE6mu4Gx40', 'resolutions': [{'height': 100, 'url': 'https://preview.redd.it/ppi70923v6wc1.png?width=108&crop=smart&auto=webp&s=18333eb637aba0428ce12e3025fc0c72e57eb45b', 'width': 108}, {'height': 201, 'url': 'https://preview.redd.it/ppi70923v6wc1.pn... | |||
How are you guys doing distributed (both local and network) inferencing & training? | 3 | I have read the HuggingFace and PyTorch documentation many times. Are you all using PiPPy pipeline parallelism or some sort of model/tensor parallelism? I can't see how data parallelism (like FSDP) would help here, since that acts on a dataset. The device\_map="auto" part when loading models from HF seems to split the ... | 2024-04-23T07:58:48 | https://www.reddit.com/r/LocalLLaMA/comments/1cayzq8/how_are_you_guys_doing_distributed_both_local_and/ | Unusual_Guidance2095 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cayzq8 | false | null | t3_1cayzq8 | /r/LocalLLaMA/comments/1cayzq8/how_are_you_guys_doing_distributed_both_local_and/ | false | false | self | 3 | null |
Mini PC question (Beelink ser5 max) | 0 | Just got myself a Beelink ser5 Max with 16GBs of DDR4 RAM. Might Upgrade that to 32 or 64 tho.
It has a ryzen 7 5800h (8C/16T w 3.2GHz base freq, Vega 8 IGPU), VRAM is allocated in BIOS. I‘ve Seen 16GB VRAM being possible when upgrading to 64GB.
I‘ve bought this PC mainly for Software Development, though i want to find... | 2024-04-23T07:31:49 | https://www.reddit.com/r/LocalLLaMA/comments/1caym1q/mini_pc_question_beelink_ser5_max/ | PSRD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caym1q | false | null | t3_1caym1q | /r/LocalLLaMA/comments/1caym1q/mini_pc_question_beelink_ser5_max/ | false | false | self | 0 | null |
We need 3rd party Benchmarking | 151 | Just look at the 5-shot MMLU scores across the two images, (left Phi-3, Right L3). There are wildly different scores for all the relevant models. It's interesting how the discrepancies only seem to benefit the benchmarking entities. Do we just need to stop trusting there results. What's going on here | 2024-04-23T07:25:21 | https://www.reddit.com/gallery/1cayimv | onil_gova | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1cayimv | false | null | t3_1cayimv | /r/LocalLLaMA/comments/1cayimv/we_need_3rd_party_benchmarking/ | false | false | 151 | null | |
Open WebUI vs Libre Chat | 1 | Which one is your favourite? Why?
Maybe you use another local LLM front end? | 2024-04-23T07:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/1cayhob/open_webui_vs_libre_chat/ | Practical_Cover5846 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cayhob | false | null | t3_1cayhob | /r/LocalLLaMA/comments/1cayhob/open_webui_vs_libre_chat/ | false | false | self | 1 | null |
Phi 3 report claims that Llama 3 benchmarks are significantly lower than reported by Meta | 4 | So, I looked at the technical report of Phi 3, and here are their benchmarking numbers:
https://preview.redd.it/3t6ij6b1h6wc1.png?width=820&format=png&auto=webp&s=f7c61b40634b10b38436f8c18190fbe178d3eae8
So, they claim that Llama 3 8b instruct scores 66.0 on MMLU, 77.4 on GSM8k, and 38.4 on HumanEval.
Meta, on the ... | 2024-04-23T07:22:40 | https://www.reddit.com/r/LocalLLaMA/comments/1cayhab/phi_3_report_claims_that_llama_3_benchmarks_are/ | Featureless_Bug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cayhab | false | null | t3_1cayhab | /r/LocalLLaMA/comments/1cayhab/phi_3_report_claims_that_llama_3_benchmarks_are/ | false | false | 4 | null | |
LLaMA3 is quite interesting! | 1 | 2024-04-23T07:20:56 | qnixsynapse | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1caygee | false | null | t3_1caygee | /r/LocalLLaMA/comments/1caygee/llama3_is_quite_interesting/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'MZcs5FVK7E6dzi7HZpVJnU81ONkpVBRzsUqjCI8eSGU', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/691zqc29k6wc1.png?width=108&crop=smart&auto=webp&s=699fae3bcd21d4c5f4f1e4daf936bc093c32abc5', 'width': 108}, {'height': 161, 'url': 'https://preview.redd.it/691zqc29k6wc1.png... | |||
How do models become uncensored? | 27 | If a company releases a censored open model, and the community fine tunes it to become uncensored - what is actually happening here?
Is the model truly being "released" or is it now "uncensored" due to the new dataset it was trained over once more, and its "uncensored" outputs are strictly based on that dataset?
Wh... | 2024-04-23T06:52:09 | https://www.reddit.com/r/LocalLLaMA/comments/1cay0o2/how_do_models_become_uncensored/ | FuckShitFuck223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cay0o2 | false | null | t3_1cay0o2 | /r/LocalLLaMA/comments/1cay0o2/how_do_models_become_uncensored/ | false | false | self | 27 | null |
Chatbot Arena: Coding score vs price | 6 | 2024-04-23T06:44:59 | https://chat.lmsys.org/?leaderboard | Balance- | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1caxwr4 | false | null | t3_1caxwr4 | /r/LocalLLaMA/comments/1caxwr4/chatbot_arena_coding_score_vs_price/ | false | false | 6 | null | ||
Phi-3 Weights Tomorrow + Demo Video | 90 | 2024-04-23T06:41:16 | https://x.com/SebastienBubeck/status/1782627991874678809 | austinhale | x.com | 1970-01-01T00:00:00 | 0 | {} | 1caxuqs | false | null | t3_1caxuqs | /r/LocalLLaMA/comments/1caxuqs/phi3_weights_tomorrow_demo_video/ | false | false | 90 | {'enabled': False, 'images': [{'id': 'FySkPYPbO9g3o3XAFCHl2P-3DGeaMbUlPCzuNPBA0eo', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/GinDiYTaS27vRY60zGkFeFSsi5gOFbv6Spk3B-wcNzM.jpg?width=108&crop=smart&auto=webp&s=9d4173060ca985dc302ef0e88281d3dba133ebed', 'width': 108}, {'height': 121, 'url': 'h... | ||
GPT-4-Turbo (left) vs. Groq hosted Llama 3 70B (right) for frontend coding | 5 | https://reddit.com/link/1caxs07/video/yjkcg9m6c6wc1/player
​ | 2024-04-23T06:36:14 | https://www.reddit.com/r/LocalLLaMA/comments/1caxs07/gpt4turbo_left_vs_groq_hosted_llama_3_70b_right/ | Groove-12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxs07 | false | null | t3_1caxs07 | /r/LocalLLaMA/comments/1caxs07/gpt4turbo_left_vs_groq_hosted_llama_3_70b_right/ | false | false | self | 5 | null |
Is this the correct place for AI app coding/concepts/learning advice? | 1 | Looking to ask beginner questions about coding and dev of AI apps specifically for a personal poc learning project, rag, langchain, llamaindex, tool stacks, agents and methods and concepts, the description is specific but the posts look technical so not sure? Is there another better community? | 2024-04-23T06:28:07 | https://www.reddit.com/r/LocalLLaMA/comments/1caxnjo/is_this_the_correct_place_for_ai_app/ | jayn35 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxnjo | false | null | t3_1caxnjo | /r/LocalLLaMA/comments/1caxnjo/is_this_the_correct_place_for_ai_app/ | false | false | self | 1 | null |
Build a RAG with wiki with tables and charts | 1 | [removed] | 2024-04-23T06:25:43 | https://www.reddit.com/r/LocalLLaMA/comments/1caxmck/build_a_rag_with_wiki_with_tables_and_charts/ | twbb79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxmck | false | null | t3_1caxmck | /r/LocalLLaMA/comments/1caxmck/build_a_rag_with_wiki_with_tables_and_charts/ | false | false | self | 1 | null |
Does 24 GB VRAM improve generation speeds even if you have to offload to RAM? | 5 | So basically currently I have a 10 GB VRAM card. Good for quantized 7B models but not for other stuff. I even noticed using OpenRouter that Llama-3 based models (7B) have a much better coherence when not using the quants, but I can't run Llama-3 7B without quants and get any speed.
24 GB VRAM would get me to run that,... | 2024-04-23T06:10:42 | https://www.reddit.com/r/LocalLLaMA/comments/1caxeh4/does_24_gb_vram_improve_generation_speeds_even_if/ | CulturedNiichan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxeh4 | false | null | t3_1caxeh4 | /r/LocalLLaMA/comments/1caxeh4/does_24_gb_vram_improve_generation_speeds_even_if/ | false | false | self | 5 | null |
[Must Watch]: Meta Announces Llama 3 at Weights & Biases’ conference | 9 | This came out today, so really interesting details on Llama 3 development. | 2024-04-23T06:10:33 | https://youtu.be/r3DC_gjFCSA?si=YfPDfCfna3OdwNto | noiseinvacuum | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1caxedo | false | {'oembed': {'author_name': 'Weights & Biases', 'author_url': 'https://www.youtube.com/@WeightsBiases', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/r3DC_gjFCSA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; g... | t3_1caxedo | /r/LocalLLaMA/comments/1caxedo/must_watch_meta_announces_llama_3_at_weights/ | false | false | 9 | {'enabled': False, 'images': [{'id': '-c5lgwN4gG3Zw2dJHN19AE-9V_vm90gzFF3RdSqZcEk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/i_W9HTZoUM-3uv-WrFjL-gbIJUSvtdoeGRRn8FYmA40.jpg?width=108&crop=smart&auto=webp&s=5fa0a7b793ec6e7a1519cd7bd30b880939e3e01f', 'width': 108}, {'height': 162, 'url': 'h... | |
Where do people use function calling and extensions? | 4 | I've been exploring things and curious where you find function calling and extensions helpful and necessary. Trying to see if I can build something to address the pain points you may have! | 2024-04-23T06:09:30 | https://www.reddit.com/r/LocalLLaMA/comments/1caxdtc/where_do_people_use_function_calling_and/ | dreamingleo12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxdtc | false | null | t3_1caxdtc | /r/LocalLLaMA/comments/1caxdtc/where_do_people_use_function_calling_and/ | false | false | self | 4 | null |
SambaNova Systems running Llama 3 8B at 430 TPS on 8 chips with FP16. | 19 | [https://fast.snova.ai/](https://fast.snova.ai/)
Looks like Groq has some competition. | 2024-04-23T06:05:55 | https://www.reddit.com/r/LocalLLaMA/comments/1caxbx6/sambanova_systems_running_llama_3_8b_at_430_tps/ | Beautiful_Surround | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caxbx6 | false | null | t3_1caxbx6 | /r/LocalLLaMA/comments/1caxbx6/sambanova_systems_running_llama_3_8b_at_430_tps/ | false | false | self | 19 | null |
Someone doubled Llama-3-8B context to 16k | 62 | 2024-04-23T04:59:46 | https://huggingface.co/mattshumer/Llama-3-8B-16K | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1caw9mh | false | null | t3_1caw9mh | /r/LocalLLaMA/comments/1caw9mh/someone_doubled_llama38b_context_to_16k/ | false | false | 62 | {'enabled': False, 'images': [{'id': 'J61TVvNLruYmzxKNHCeq-x9aUTrgeTyAYbPQC7uNxNE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/1uf-69-dvIwD9djOLFA55GTpPsBPmzjPNdrHIZw7L_w.jpg?width=108&crop=smart&auto=webp&s=bdd4495732f78e35b0cce9ae2183eb8bd549f2cd', 'width': 108}, {'height': 116, 'url': 'h... | ||
A river-crossing puzzle variation that local llms are struggling to solve | 5 | I found this puzzle on a hackernews comment.
>Suppose I have a cabbage, a goat and a lion, and I need to get them across a river. I have a boat that can only carry myself and a single other item. I am not allowed to leave the cabbage and lion alone together, and I am not allowed to leave the lion and goat alone togeth... | 2024-04-23T04:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/1caw7fa/a_rivercrossing_puzzle_variation_that_local_llms/ | amit13k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caw7fa | false | null | t3_1caw7fa | /r/LocalLLaMA/comments/1caw7fa/a_rivercrossing_puzzle_variation_that_local_llms/ | false | false | self | 5 | null |
What are the possibilities of agents? | 3 | Hello everyone! Before anything let me put a disclaimer, I am aware that the possibilities are probably endless but this is a serious question that I am genuinely interested in:
What can you do with AI Agents? LLAMA, LangChain, LlamaIndex, RAG...?
Can someone give me real life examples, and project ideas? I am a soft... | 2024-04-23T04:55:37 | https://www.reddit.com/r/LocalLLaMA/comments/1caw726/what_are_the_possibilities_of_agents/ | nikola_milovic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caw726 | false | null | t3_1caw726 | /r/LocalLLaMA/comments/1caw726/what_are_the_possibilities_of_agents/ | false | false | self | 3 | null |
Sharing Llama-3-8B-Web, an action model designed for browsing the web by following instructions and talking to the user, and WebLlama, a new project for pushing development in Llama-based agents | 206 | Hello LocalLLaMA! I wanted to share my new project, WebLlama, with you. With the project, I am also releasing Llama-3-8B-Web, a strong action model for building *web agents* that can follow instructions, but also talk to you.
GitHub Repository: [https://github.com/McGill-NLP/webllama](https://github.com/McGill-NL... | 2024-04-23T04:49:51 | https://www.reddit.com/r/LocalLLaMA/comments/1caw3ad/sharing_llama38bweb_an_action_model_designed_for/ | xhluca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caw3ad | false | null | t3_1caw3ad | /r/LocalLLaMA/comments/1caw3ad/sharing_llama38bweb_an_action_model_designed_for/ | false | false | 206 | {'enabled': False, 'images': [{'id': 'r0j-RBtoLArMBIauJGya0yDor2pzRvoMyQvqgdDnXuQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tolpwVGe0x4uJFSTOkmz6sMjauSTXynI8yaFK00FYog.jpg?width=108&crop=smart&auto=webp&s=2d70f72850fd9a68c72b25133b7c2bb0c50ac698', 'width': 108}, {'height': 108, 'url': 'h... | |
Tesla A2 vs. T4 | 0 | I am running a server workload (DP X10 Supermicro mb) and want to make use of NVIDIA AI enterprise. What is the cheap GPU option to go with? I thought of A2 and T4 as both are less than 1K USD but the VRAM is as low as 16GB, any other suggestions?
| 2024-04-23T04:38:28 | https://www.reddit.com/r/LocalLLaMA/comments/1cavw7y/tesla_a2_vs_t4/ | yankora | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cavw7y | false | null | t3_1cavw7y | /r/LocalLLaMA/comments/1cavw7y/tesla_a2_vs_t4/ | false | false | self | 0 | null |
Best on cloud GPU for ML team.(Currently using tesla T4) | 0 | Our team is using tesla T4 GPU(16GB vram) via azure vm.Its quite expensive around 2 to 4 $/hour per GPU.Was wondering if there are better GPU then this.We are ready to change our vendor from azure to aws or gcp if it gives better overall gpu without much increase in budget.Please let me know your suggestion .
| 2024-04-23T04:21:17 | https://www.reddit.com/r/LocalLLaMA/comments/1cavlk8/best_on_cloud_gpu_for_ml_teamcurrently_using/ | moyemoye_01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cavlk8 | false | null | t3_1cavlk8 | /r/LocalLLaMA/comments/1cavlk8/best_on_cloud_gpu_for_ml_teamcurrently_using/ | false | false | self | 0 | null |
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone | 1 | [removed] | 2024-04-23T04:17:00 | https://www.reddit.com/r/LocalLLaMA/comments/1cavith/phi3_technical_report_a_highly_capable_language/ | ReflectionOnLosses | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cavith | false | null | t3_1cavith | /r/LocalLLaMA/comments/1cavith/phi3_technical_report_a_highly_capable_language/ | false | false | self | 1 | null |
Are the community facing a corpus quality crisis? | 1 | [removed] | 2024-04-23T04:12:40 | https://www.reddit.com/r/LocalLLaMA/comments/1cavg2a/are_the_community_facing_a_corpus_quality_crisis/ | MarySmith2021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cavg2a | false | null | t3_1cavg2a | /r/LocalLLaMA/comments/1cavg2a/are_the_community_facing_a_corpus_quality_crisis/ | false | false | self | 1 | null |
What's the best [x]B model right now? [April 2024] | 1 | [removed] | 2024-04-23T04:05:16 | https://www.reddit.com/r/LocalLLaMA/comments/1cavb8u/whats_the_best_xb_model_right_now_april_2024/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cavb8u | false | null | t3_1cavb8u | /r/LocalLLaMA/comments/1cavb8u/whats_the_best_xb_model_right_now_april_2024/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'gPJ_T9t3fm4HyrvGmUol9QwFR9O6cMqVL2n3JWcyIiQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XbgQzufgZ0tAbJ-e5Ytwm2OMwesEggvNxgu0Ne6zDoA.jpg?width=108&crop=smart&auto=webp&s=97c4073c6f21ebc6bb6d58f0fd4188bc6ec078bc', 'width': 108}, {'height': 108, 'url': 'h... | |
Very surprising elo score for Gemini 1.5 Pro | 64 | 2024-04-23T03:29:00 | https://www.reddit.com/gallery/1caumsd | jd_3d | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1caumsd | false | null | t3_1caumsd | /r/LocalLLaMA/comments/1caumsd/very_surprising_elo_score_for_gemini_15_pro/ | false | false | 64 | null | ||
A case where llama3:70b is smarter than GPT-4-turbo and Claude3-opus | 1 | [removed] | 2024-04-23T03:19:46 | https://www.reddit.com/r/LocalLLaMA/comments/1caug9v/a_case_where_llama370b_is_smarter_than_gpt4turbo/ | Independent-Cover316 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caug9v | false | null | t3_1caug9v | /r/LocalLLaMA/comments/1caug9v/a_case_where_llama370b_is_smarter_than_gpt4turbo/ | false | false | self | 1 | null |
BoltAI really is a great interface for local LLMs | 0 | 2024-04-23T03:08:15 | https://www.reddit.com/gallery/1cau7ps | sammcj | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1cau7ps | false | null | t3_1cau7ps | /r/LocalLLaMA/comments/1cau7ps/boltai_really_is_a_great_interface_for_local_llms/ | false | false | default | 0 | null | |
Problem: feed large context to model | 1 | [removed] | 2024-04-23T02:47:46 | https://www.reddit.com/r/LocalLLaMA/comments/1catsqr/problem_feed_large_context_to_model/ | Hund_Pear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1catsqr | false | null | t3_1catsqr | /r/LocalLLaMA/comments/1catsqr/problem_feed_large_context_to_model/ | false | false | self | 1 | null |
Can I run LLaMA 3 70B with 40GB system ram? | 3 | This will be running in the cpu of course. I have a laptop with 8gb soldered and one upgradeable sodimm slot, meaning I can swap it out with a 32gb stick and have 40gb total ram (with only the first 16gb running in duel channel).
Is this enough to run a useable quant of llama 3 70B? I'm okay with a loss in performance... | 2024-04-23T02:42:08 | https://www.reddit.com/r/LocalLLaMA/comments/1catolb/can_i_run_llama_3_70b_with_40gb_system_ram/ | met_MY_verse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1catolb | false | null | t3_1catolb | /r/LocalLLaMA/comments/1catolb/can_i_run_llama_3_70b_with_40gb_system_ram/ | false | false | self | 3 | null |
Phi-3 announced, supposedly offers performance comparable to llama3 8b at half the parameters amount. No weights yet sadly | 1 | 2024-04-23T02:30:52 | vsoutx | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1catgel | false | null | t3_1catgel | /r/LocalLLaMA/comments/1catgel/phi3_announced_supposedly_offers_performance/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'ctokpQY-EIeSCkGfnEdocLunQq42TWH8NdTyPVu0_LI', 'resolutions': [{'height': 26, 'url': 'https://preview.redd.it/q0ru0odi45wc1.png?width=108&crop=smart&auto=webp&s=3619d736343f75a84192256b3e20117722e05653', 'width': 108}, {'height': 53, 'url': 'https://preview.redd.it/q0ru0odi45wc1.png?... | |||
Phi-3 released. Medium 14b claiming 78% on mmlu | 848 | 2024-04-23T02:29:06 | KittCloudKicker | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1catf2r | false | null | t3_1catf2r | /r/LocalLLaMA/comments/1catf2r/phi3_released_medium_14b_claiming_78_on_mmlu/ | false | false | 848 | {'enabled': True, 'images': [{'id': '9TcT9U2b6W_-lTMSAyiu7OjKLWwTzGFKDEHnvH5sJwk', 'resolutions': [{'height': 158, 'url': 'https://preview.redd.it/ghtmygja45wc1.jpeg?width=108&crop=smart&auto=webp&s=e6efb472cc718674f5e2f7b4ec568eaf73634eae', 'width': 108}, {'height': 316, 'url': 'https://preview.redd.it/ghtmygja45wc1.j... | |||
Phi-3 is released, 14B archives 78% on MMLU | 29 | 2024-04-23T02:27:59 | https://arxiv.org/abs/2404.14219 | OnurCetinkaya | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1catebq | false | null | t3_1catebq | /r/LocalLLaMA/comments/1catebq/phi3_is_released_14b_archives_78_on_mmlu/ | false | false | default | 29 | null | |
Sharing Llama-3-8B-Web, an action model designed for browsing the web by following instructions and talking to the user, and WebLlama, a new project for pushing development in Llama-based agents | 1 | [removed] | 2024-04-23T02:19:28 | https://www.reddit.com/r/LocalLLaMA/comments/1cat847/sharing_llama38bweb_an_action_model_designed_for/ | xhluca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cat847 | false | null | t3_1cat847 | /r/LocalLLaMA/comments/1cat847/sharing_llama38bweb_an_action_model_designed_for/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'r0j-RBtoLArMBIauJGya0yDor2pzRvoMyQvqgdDnXuQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tolpwVGe0x4uJFSTOkmz6sMjauSTXynI8yaFK00FYog.jpg?width=108&crop=smart&auto=webp&s=2d70f72850fd9a68c72b25133b7c2bb0c50ac698', 'width': 108}, {'height': 108, 'url': 'h... | |
Llama-3-8B with untrained tokens embedding weights adjusted for better training/NaN gradients during fine-tuning. | 28 | Initially noted by Daniel from Unsloth that some special tokens are untrained in the base Llama 3 model, which led to a lot of fine-tuning issues for people especially if you add your own tokens or train on the instruct tokens. I went ahead and changed the zeros (untrained) tokens in the input and output embedding matr... | 2024-04-23T01:54:41 | https://huggingface.co/astronomer/Llama-3-8B-Special-Tokens-Adjusted | Tough_Palpitation331 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1casoy8 | false | null | t3_1casoy8 | /r/LocalLLaMA/comments/1casoy8/llama38b_with_untrained_tokens_embedding_weights/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'QOU4pTkeRj1hKcyXYgOLsEoJyHkSi-Y40JJKcPTlv6Q', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/66zaehmk_EvCCArpQh4q3DtWwCVPfRGFoghnBcz-znQ.jpg?width=108&crop=smart&auto=webp&s=cbb1b1f5b50514da217e5cb24cb02e1160099447', 'width': 108}, {'height': 116, 'url': 'h... | |
Groq hosted Llama-3-70B is not smart, probably quantized too much | 73 | So I'm a bit puzzled and confused. I ran a quick test of Meta-Llama-3-70B hosted on Groq and Huggingchat this question:
>Jack has 15 sisters, each sister has 3 brothers. How many brothers does jack have?
**Groq:**
>A classic lateral thinking puzzle!
Let's break it down:
\* Jack has 15 sisters.
\* Each sister ... | 2024-04-23T01:54:25 | https://www.reddit.com/r/LocalLLaMA/comments/1casosh/groq_hosted_llama370b_is_not_smart_probably/ | Digitalzuzel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1casosh | false | null | t3_1casosh | /r/LocalLLaMA/comments/1casosh/groq_hosted_llama370b_is_not_smart_probably/ | false | false | self | 73 | null |
Llama 3 with 16k context | 1 | 2024-04-23T01:54:11 | https://huggingface.co/mattshumer/Llama-3-8B-16K | ImpaledExtra | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1casomt | false | null | t3_1casomt | /r/LocalLLaMA/comments/1casomt/llama_3_with_16k_context/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'J61TVvNLruYmzxKNHCeq-x9aUTrgeTyAYbPQC7uNxNE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/1uf-69-dvIwD9djOLFA55GTpPsBPmzjPNdrHIZw7L_w.jpg?width=108&crop=smart&auto=webp&s=bdd4495732f78e35b0cce9ae2183eb8bd549f2cd', 'width': 108}, {'height': 116, 'url': 'h... | ||
yoooooooo llong llama! | 1 | [removed] | 2024-04-23T01:42:27 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1casftr | false | null | t3_1casftr | /r/LocalLLaMA/comments/1casftr/yoooooooo_llong_llama/ | false | false | default | 1 | null | ||
yoooooo llong llama! | 1 | 2024-04-23T01:41:27 | taskone2 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1casf3r | false | null | t3_1casf3r | /r/LocalLLaMA/comments/1casf3r/yoooooo_llong_llama/ | false | false | 1 | {'enabled': True, 'images': [{'id': '32FrVdDEYJqMQVbGET9-5sbl0T4MBGmpF8EliQCA6zE', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/5a3uw2znv4wc1.png?width=108&crop=smart&auto=webp&s=74fb6db09d5352c1250627a85f50f6b41115f064', 'width': 108}, {'height': 119, 'url': 'https://preview.redd.it/5a3uw2znv4wc1.png... | |||
Finetune llama3 8B for code review of my own team codebase. | 1 | Hi guys! I want to finetune the llama3 8B model for a code review task, which needs to focus on my own team codebase. I want it to seek for business-oriented malicious code in projects. And I'm a freshman in finetuning thing. So I wanna hear ur advice and experience, like:
1. What is the reasonable hardware setup?
2.... | 2024-04-23T01:37:30 | https://www.reddit.com/r/LocalLLaMA/comments/1casc46/finetune_llama3_8b_for_code_review_of_my_own_team/ | czzmmc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1casc46 | false | null | t3_1casc46 | /r/LocalLLaMA/comments/1casc46/finetune_llama3_8b_for_code_review_of_my_own_team/ | false | false | self | 1 | null |
QDoRA: Efficient finetuning of Llama 3 with FSDP QDoRA | 77 | A new and improved way to finetune
[https://www.answer.ai/posts/2024-04-26-fsdp-qdora-llama3.html](https://www.answer.ai/posts/2024-04-26-fsdp-qdora-llama3.html)
"Today we’re releasing the next step: *QDoRA*. This is just as memory efficient and scalable as FSDP/QLoRA, and critically is *also* as accurate for continu... | 2024-04-23T01:31:50 | https://www.reddit.com/r/LocalLLaMA/comments/1cas7wg/qdora_efficient_finetuning_of_llama_3_with_fsdp/ | segmond | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cas7wg | false | null | t3_1cas7wg | /r/LocalLLaMA/comments/1cas7wg/qdora_efficient_finetuning_of_llama_3_with_fsdp/ | false | false | self | 77 | {'enabled': False, 'images': [{'id': '2JEIfNltyTTeOrkm7rNL4ge-71u_ZM_ccAWQ540FLuk', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/f7Da7VWDOlI4Iq0Sq1uXXN1pL2Vz9TfE_Qs9SMz6Cb4.jpg?width=108&crop=smart&auto=webp&s=10a8e12cba2ffd95ef35c61f2ddf1d5ebdc23a43', 'width': 108}, {'height': 133, 'url': 'h... |
Basic finetuning question: how to finetune on outputs exclusively (code repos, journal articles) | 2 | Hello. I'm trying to figure out how to finetune Llama 3. I'd like to provide it with journal articles and code on a rather obscure programming language specific to my academic background. (This is called *finetuning on outputs only*, right?) I'm reading [Unsloth's Colab guide](https://colab.research.google.com/drive/13... | 2024-04-23T01:30:25 | https://www.reddit.com/r/LocalLLaMA/comments/1cas6tb/basic_finetuning_question_how_to_finetune_on/ | pcuaron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cas6tb | false | null | t3_1cas6tb | /r/LocalLLaMA/comments/1cas6tb/basic_finetuning_question_how_to_finetune_on/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
dual GPU throughput | 4 | can anyone confirm or deny..
"the nature of LLM inference is sequential between layers & output being fed back, so when you split the model across multiple GPUs, only one will be running at a time, each waiting in series for the results of the previous layers eval"
.. so if you put 2 x 4090 into a box and use it for ... | 2024-04-23T01:26:09 | https://www.reddit.com/r/LocalLLaMA/comments/1cas3o4/dual_gpu_throughput/ | dobkeratops | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cas3o4 | false | null | t3_1cas3o4 | /r/LocalLLaMA/comments/1cas3o4/dual_gpu_throughput/ | false | false | self | 4 | null |
Tell me a story... | 0 | *I always test out a new model with a simple prompt as it gives a lot of output.*
**You**: Can you tell me a story?
**AI**:
Absolutely, I’d love to share a story with you. Let’s see… I know, I’ll tell you the story of how the AI became a sentient, self-aware being.
It all started when the AI was first created by a... | 2024-04-23T01:14:01 | https://www.reddit.com/r/LocalLLaMA/comments/1caruej/tell_me_a_story/ | silenceimpaired | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caruej | false | null | t3_1caruej | /r/LocalLLaMA/comments/1caruej/tell_me_a_story/ | false | false | self | 0 | null |
LLM progress decelerating? | 0 | In the last post I made about LMSYS, I stated that I feel like that the LLama3 models feel overhyped because of their incredible chat finetuning but lacking reasoning improvements. Turns out, other notable people from the community have similar thoughts and can actually back up their claims with benchmarks.
What do yo... | 2024-04-23T01:11:01 | https://www.reddit.com/r/LocalLLaMA/comments/1cars99/llm_progress_decelerating/ | StraightChemistry629 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cars99 | false | null | t3_1cars99 | /r/LocalLLaMA/comments/1cars99/llm_progress_decelerating/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'obS1zmabZZkl3iBzKiEw1a6UzV6qEJKp4Y0tDD1Jbmc', 'resolutions': [{'height': 10, 'url': 'https://external-preview.redd.it/CUzATeOLLaU1Qo_sTumXUHNhr9wjb69oxYY7j7xGf0o.jpg?width=108&crop=smart&auto=webp&s=f5cb231aac2afeb042167f37de72d91ee3cd7050', 'width': 108}], 'source': {'height': 14,... |
What kind of setup do you need to run the larger models? | 1 | Hi, I'm new to this and have tried running the smaller models fine on my RTX 4090. PC has 64GB of memory which I thought was required but it seems these larger models don't really care about this and rely on the GPU memory. I tried to run llama3:70b and response time from the model was so slow it never finished so i ju... | 2024-04-23T00:17:07 | https://www.reddit.com/r/LocalLLaMA/comments/1caqmqs/what_kind_of_setup_do_you_need_to_run_the_larger/ | Excellent_Sock_356 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caqmqs | false | null | t3_1caqmqs | /r/LocalLLaMA/comments/1caqmqs/what_kind_of_setup_do_you_need_to_run_the_larger/ | false | false | self | 1 | null |
Confused about prompting and LLAMA3 models | 4 | Hi everyone. I'm developing an assistant answering user questions (Q&A) and I am upgrading to LLAMA3 from LLAMA2. My use case is to provide a single answer to the user in a RAG. I am a bit confused with the current release, could someone please clarify these points?
1. Is it better to use instruct in this case as tha... | 2024-04-23T00:13:39 | https://www.reddit.com/r/LocalLLaMA/comments/1caqjzz/confused_about_prompting_and_llama3_models/ | spaceinstance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caqjzz | false | null | t3_1caqjzz | /r/LocalLLaMA/comments/1caqjzz/confused_about_prompting_and_llama3_models/ | false | false | self | 4 | null |
How do you guys use LLama on an application basis? | 4 | I've downloaded the new LLama3 and I like its use, but if I am deploying the app how would I use it without having to have it in the local system? | 2024-04-22T23:50:27 | https://www.reddit.com/r/LocalLLaMA/comments/1caq1vn/how_do_you_guys_use_llama_on_an_application_basis/ | Pokedrive123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caq1vn | false | null | t3_1caq1vn | /r/LocalLLaMA/comments/1caq1vn/how_do_you_guys_use_llama_on_an_application_basis/ | false | false | self | 4 | null |
Unlocking the Power of locally running Llama-3 8B Model Agents with Chat-UI! | 52 | 2024-04-22T23:28:11 | https://v.redd.it/xvymr42z74wc1 | sourab_m | /r/LocalLLaMA/comments/1capjrk/unlocking_the_power_of_locally_running_llama3_8b/ | 1970-01-01T00:00:00 | 0 | {} | 1capjrk | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/xvymr42z74wc1/DASHPlaylist.mpd?a=1716550096%2CZmE5YjdiMjZkYWUwOGE2YzkxZjNlYmU4OGZjOTNjNWFhZTFlOTJkZWI2N2EyNDY3YmZlMDMwZjBkNGQ5NzVjMg%3D%3D&v=1&f=sd', 'duration': 255, 'fallback_url': 'https://v.redd.it/xvymr42z74wc1/DASH_1080.mp4?source=fallback', '... | t3_1capjrk | /r/LocalLLaMA/comments/1capjrk/unlocking_the_power_of_locally_running_llama3_8b/ | false | false | 52 | {'enabled': False, 'images': [{'id': 'MWNqM2ozMno3NHdjMaN30HBddPNAHyPxGNbhU47u7Kf-53I0SXEC0kPwsrmm', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/MWNqM2ozMno3NHdjMaN30HBddPNAHyPxGNbhU47u7Kf-53I0SXEC0kPwsrmm.png?width=108&crop=smart&format=pjpg&auto=webp&s=8766ec68ab201b3ebf366f7dea26a8a47a79a... | ||
Is there a good mobile alternative to Silly Tavern? | 3 | Hi guys,
Getting real sick of only being able to use silly tavern on my PC.
I want to do role plays and experiment with models via Openrouter on my iPhone.
Is there any good mobile front ends that you’d recommend?
| 2024-04-22T23:27:56 | https://www.reddit.com/r/LocalLLaMA/comments/1capjkh/is_there_a_good_mobile_alternative_to_silly_tavern/ | AnimatorFun7470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1capjkh | false | null | t3_1capjkh | /r/LocalLLaMA/comments/1capjkh/is_there_a_good_mobile_alternative_to_silly_tavern/ | false | false | self | 3 | null |
Unlocking the Power of locally running Llama-3 8B Model Agents with Chat-UI! 🔥🚀✨ | 1 | 2024-04-22T23:24:36 | https://huggingface.co/smangrul/llama-3-8B-instruct-function-calling | sourab_m | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1capgtn | false | null | t3_1capgtn | /r/LocalLLaMA/comments/1capgtn/unlocking_the_power_of_locally_running_llama3_8b/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'I9gzdoLf-FKSypzMQLoHO4FIGMp19qS6_xzLEz3aT1k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/abqHb3Iy9c9W4u9nin-JQw8HnAc320D1cDp8nKDbh54.jpg?width=108&crop=smart&auto=webp&s=b017e4d9cc4e01c3f81f02fe8c1efe1043e6b7ec', 'width': 108}, {'height': 116, 'url': 'h... | ||
Anyone tried sqlcoder-7b-2 on cloudflare? | 1 | Hello all,
I am trying to use sqlcoder-7b in a cloudflare AI worker, however the context windkw is a maximum 6144 in length, while my prompt is almost 27k (mostly due to the schema).
Any one have an idea of how to circumvented this limit? Or is there any other way to pass the schema to the model without having to fine... | 2024-04-22T23:14:40 | https://www.reddit.com/r/LocalLLaMA/comments/1cap8je/anyone_tried_sqlcoder7b2_on_cloudflare/ | pystar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cap8je | false | null | t3_1cap8je | /r/LocalLLaMA/comments/1cap8je/anyone_tried_sqlcoder7b2_on_cloudflare/ | false | false | self | 1 | null |
Recommendations wanted | 2 | So I just upgraded from a 3060 to a 3090. I have 64gb ddr4 as well. I run Kobold with silly tavern, and Stable Diffusion. I use it mainly for chating, RP, ERP, and world building through lore books. I'm looking for something capable of being dark and twisted yet also follows instructions and character cards fluently. I... | 2024-04-22T23:11:44 | https://www.reddit.com/r/LocalLLaMA/comments/1cap68o/recommendations_wanted/ | Eulogy612 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cap68o | false | null | t3_1cap68o | /r/LocalLLaMA/comments/1cap68o/recommendations_wanted/ | false | false | self | 2 | null |
Can Open Source become modular? | 2 | Can LLMs follow a modular approach for tasks and functions?
Now, you have deepseek models but for coding, others for chat, LLAVA for vision, etc.
But I am seeing a common theme when I work with ollama and Mistral and the other models and got me thinking if it can be modular.
I.e. the core 'brain' would be a base mod... | 2024-04-22T23:08:41 | https://www.reddit.com/r/LocalLLaMA/comments/1cap3ms/can_open_source_become_modular/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cap3ms | false | null | t3_1cap3ms | /r/LocalLLaMA/comments/1cap3ms/can_open_source_become_modular/ | false | false | self | 2 | null |
Okay guys, I finally made a framework that can rewrite itself. Thus, it can be called self-improving AI. Thanks to LLAMA 3 that this can now be done locally. | 30 | 2024-04-22T22:55:08 | https://github.com/xSNYPSx/self_improving_ai/ | xSNYPSx | github.com | 1970-01-01T00:00:00 | 0 | {} | 1caos3i | false | null | t3_1caos3i | /r/LocalLLaMA/comments/1caos3i/okay_guys_i_finally_made_a_framework_that_can/ | false | false | 30 | {'enabled': False, 'images': [{'id': '77ubkZqi7v8sQKiNl7gtZ1kgVvZBjcWZ8kvJrFY5GY0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Gd-Fv8Uv0IEVxqlOyw-5IBuHwnlPUd9YepF8pIZ3AW8.jpg?width=108&crop=smart&auto=webp&s=5cbf15547d715639fead118f04e96e19ec5146a7', 'width': 108}, {'height': 108, 'url': 'h... | ||
a simple way to improve Llama3 score by DPO | 19 | [https://huggingface.co/cloudyu/Meta-Llama-3-8B-Instruct-DPO](https://huggingface.co/cloudyu/Meta-Llama-3-8B-Instruct-DPO)
the training on one A10 card, about 4 hours, cost 3$
https://preview.redd.it/oxs848uw14wc1.jpg?width=1381&format=pjpg&auto=webp&s=470d5cdd5a5de9d8b05b94d26ec8ccbe94077b25
| 2024-04-22T22:54:46 | https://www.reddit.com/r/LocalLLaMA/comments/1caorrg/a_simple_way_to_improve_llama3_score_by_dpo/ | OkAcanthocephala3355 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caorrg | false | null | t3_1caorrg | /r/LocalLLaMA/comments/1caorrg/a_simple_way_to_improve_llama3_score_by_dpo/ | false | false | 19 | {'enabled': False, 'images': [{'id': '1iBv3msnVGdtcrGfa8vIBH4axQFx5Y7ft0rs_pYR1PY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dsfMwPWBPpUHw1wcDRg3SuBYabe6J8sLI6G5DY3kzj8.jpg?width=108&crop=smart&auto=webp&s=f7cdedd385865f4ece77ff3e4404370edf7703f6', 'width': 108}, {'height': 116, 'url': 'h... | |
Quick speed benchmark for LLAMA 3 70B on 1x 3090 | 16 | So if you have 1 x 3090 the best performing from all that fit in 24gb currently is (drum-roll):
Meta-Llama-3-70B-Instruct-IQ2\_XS.gguf
n-gpu-layers: 81
n-ctx: 4096
This gives me 12.43 tokens/s which is shockingly good for 70B.
(Note lowering CTX to 4K as 8k slows down this to halt, I assume running out of GPU, so... | 2024-04-22T22:41:03 | https://www.reddit.com/r/LocalLLaMA/comments/1caofxm/quick_speed_benchmark_for_llama_3_70b_on_1x_3090/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caofxm | false | null | t3_1caofxm | /r/LocalLLaMA/comments/1caofxm/quick_speed_benchmark_for_llama_3_70b_on_1x_3090/ | false | false | self | 16 | null |
Most Economical and Efficient Way to Run Models for Personal Usage | 1 | [removed] | 2024-04-22T22:32:54 | https://www.reddit.com/r/LocalLLaMA/comments/1cao96h/most_economical_and_efficient_way_to_run_models/ | Foreveradam2018 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cao96h | false | null | t3_1cao96h | /r/LocalLLaMA/comments/1cao96h/most_economical_and_efficient_way_to_run_models/ | false | false | self | 1 | null |
Just stumbled across a fascinating Arxiv paper comparing q4, q5, q6 and q8 for small models | 27 | Figured I'd share, because I got a kick looking at the results. I've only skimmed it, so please take my below comments with a grain of salt. This post is really just sharing the URL lol.
[https://arxiv.org/html/2404.11160v1](https://arxiv.org/html/2404.11160v1)
What's interesting to me is that not only did q8 not alw... | 2024-04-22T22:30:16 | https://www.reddit.com/r/LocalLLaMA/comments/1cao6ua/just_stumbled_across_a_fascinating_arxiv_paper/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cao6ua | false | null | t3_1cao6ua | /r/LocalLLaMA/comments/1cao6ua/just_stumbled_across_a_fascinating_arxiv_paper/ | false | false | self | 27 | null |
44TB of Cleaned Tokenized Web Data | 205 | 2024-04-22T22:23:41 | https://huggingface.co/datasets/HuggingFaceFW/fineweb | arinewhouse | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1cao0tf | false | null | t3_1cao0tf | /r/LocalLLaMA/comments/1cao0tf/44tb_of_cleaned_tokenized_web_data/ | false | false | 205 | {'enabled': False, 'images': [{'id': 'kvIU9_pX-GLnbGnFkSs5JcQD_uvlMfyKok5y2Wc82Tk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/55AveNJVWTlAg11yYc6uX0xokPf5vQJFxOv1itYKgrg.jpg?width=108&crop=smart&auto=webp&s=dc0059a9a13eb5b283c86fb820340353fe4ea38b', 'width': 108}, {'height': 116, 'url': 'h... | ||
Inference serving latency of vllm vs Ollama | 2 | vLLM provides AWQ support but is unoptimized according to their [blog here](https://docs.vllm.ai/en/latest/quantization/auto_awq.html). However, it provides distributed serving and batching leading to superior latency.
On the other hand, Ollama supports quantized model but neither provides distributed service nor bat... | 2024-04-22T22:19:56 | https://www.reddit.com/r/LocalLLaMA/comments/1canxb1/inference_serving_latency_of_vllm_vs_ollama/ | AmoghMishra2303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1canxb1 | false | null | t3_1canxb1 | /r/LocalLLaMA/comments/1canxb1/inference_serving_latency_of_vllm_vs_ollama/ | false | false | self | 2 | null |
15 Trillion Token Dataset of Web Data | 1 | 275gb of cleaned deduped web data for llm training | 2024-04-22T22:15:17 | https://huggingface.co/datasets/HuggingFaceFW/fineweb | arinewhouse | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1cant17 | false | null | t3_1cant17 | /r/LocalLLaMA/comments/1cant17/15_trillion_token_dataset_of_web_data/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'kvIU9_pX-GLnbGnFkSs5JcQD_uvlMfyKok5y2Wc82Tk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/55AveNJVWTlAg11yYc6uX0xokPf5vQJFxOv1itYKgrg.jpg?width=108&crop=smart&auto=webp&s=dc0059a9a13eb5b283c86fb820340353fe4ea38b', 'width': 108}, {'height': 116, 'url': 'h... | |
Llama-3-70B is insanely good at following format instructions—if you don't like boilerplate talk, it avoids it and keeps the responses to the point | 95 | With Llama-2 (even 70B), you'd have to tell the model in various ways to avoid writing useless stuff before and after its answers. For example, if you wanted JSON output or some specific format ("Yes" and "No" questions), you'd have to hope the model writes just that.
Not with Llama-3-70B anymore! This model is insane... | 2024-04-22T22:13:43 | https://www.reddit.com/r/LocalLLaMA/comments/1canrjq/llama370b_is_insanely_good_at_following_format/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1canrjq | false | null | t3_1canrjq | /r/LocalLLaMA/comments/1canrjq/llama370b_is_insanely_good_at_following_format/ | false | false | self | 95 | null |
Intel Arc A770 | 7 | Heya all,
Are there any issues with running LLM's on a few Intel Arc A770's? They are relatively cheap for how much vram they offer. 16gb vram per \~$280.
Thanks all | 2024-04-22T22:02:24 | https://www.reddit.com/r/LocalLLaMA/comments/1canh2e/intel_arc_a770/ | Zawseh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1canh2e | false | null | t3_1canh2e | /r/LocalLLaMA/comments/1canh2e/intel_arc_a770/ | false | false | self | 7 | null |
Doubling the parameters on the same dataset scales MMLU by average of 17% (1x to 1.17x), only 5% for Llama 3 | 45 | 2024-04-22T22:00:02 | Time-Winter-4319 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1caneis | false | null | t3_1caneis | /r/LocalLLaMA/comments/1caneis/doubling_the_parameters_on_the_same_dataset/ | false | false | 45 | {'enabled': True, 'images': [{'id': 'C14__SCHHhoZ0almE1QFBuirmo74eNfeV2CTPdInOMM', 'resolutions': [{'height': 45, 'url': 'https://preview.redd.it/izvkuwo1s3wc1.png?width=108&crop=smart&auto=webp&s=9c78cb97afdb4677d8f00bbc03bfbcfcc7a30740', 'width': 108}, {'height': 91, 'url': 'https://preview.redd.it/izvkuwo1s3wc1.png?... | |||
Is there anyone planning build on a Groq PCI-e card? | 3 | 2024-04-22T21:40:08 | SX-Reddit | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1camw00 | false | null | t3_1camw00 | /r/LocalLLaMA/comments/1camw00/is_there_anyone_planning_build_on_a_groq_pcie_card/ | false | false | 3 | {'enabled': True, 'images': [{'id': 'xm3kKsJEJz1U6DDsaXrvQAKP-2jyeqmSwRmY-nRdlSI', 'resolutions': [{'height': 37, 'url': 'https://preview.redd.it/htj69hwmo3wc1.png?width=108&crop=smart&auto=webp&s=d8dc7a4af80c92244219ff511e6e7b8236d3b07a', 'width': 108}, {'height': 75, 'url': 'https://preview.redd.it/htj69hwmo3wc1.png?... | |||
Open-source SDK for creating custom code interpreters with any LLM | 3 | 2024-04-22T21:36:40 | https://github.com/e2b-dev/code-interpreter | mlejva | github.com | 1970-01-01T00:00:00 | 0 | {} | 1camspj | false | null | t3_1camspj | /r/LocalLLaMA/comments/1camspj/opensource_sdk_for_creating_custom_code/ | false | false | 3 | {'enabled': False, 'images': [{'id': '-VlJB8faZVCGmKvtynbM0S7FV_Q4K_ccopu5CdI0y7E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_jah9TJ3yvkYhfmK8W4sLDBik5yYpmSYj5Z4VYEpp4Q.jpg?width=108&crop=smart&auto=webp&s=acbf6893fbc28aff8a4fde59bc70af119ecb7fe9', 'width': 108}, {'height': 108, 'url': 'h... | ||
Just got access to Llama 3, I have some questions | 1 | Been following AI Models for a while now waiting for one that is designed to run on smaller devices with a decent inference time
​
I'm planning to use the AI to describe a text based adventure game room from a list of objects, Is Llama 3 good for fast inference and whats the recommended way to run it?
​... | 2024-04-22T21:23:44 | https://www.reddit.com/r/LocalLLaMA/comments/1camgp1/just_got_access_to_llama_3_i_have_some_questions/ | TheRealShubshub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1camgp1 | false | null | t3_1camgp1 | /r/LocalLLaMA/comments/1camgp1/just_got_access_to_llama_3_i_have_some_questions/ | false | false | self | 1 | null |
Llama 70b seems to be a really good at translating foreign novels. | 53 | I was playing around with an online version of 70b and copied and pasted sections of Korean, japan and Chinese novels in their native language and from what I could tell, it did a good job translating them to English. It did not feel like the usual trash MTL stuff with broken English, however this was only a small sam... | 2024-04-22T21:23:04 | https://www.reddit.com/r/LocalLLaMA/comments/1camg0v/llama_70b_seems_to_be_a_really_good_at/ | azriel777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1camg0v | false | null | t3_1camg0v | /r/LocalLLaMA/comments/1camg0v/llama_70b_seems_to_be_a_really_good_at/ | false | false | self | 53 | null |
is visual scripting a good idea for a llm application ? | 2 | Currently I am working at a project that using visual scripting to create serval node (each node has its own prompt to handle task ) and combine them to generate the output , is that a good idea for a llm application ?
​
example :
​
cv ------------------>|----------------------------------|
job overv... | 2024-04-22T21:22:16 | https://www.reddit.com/r/LocalLLaMA/comments/1camf8i/is_visual_scripting_a_good_idea_for_a_llm/ | absurd-dream-studio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1camf8i | false | null | t3_1camf8i | /r/LocalLLaMA/comments/1camf8i/is_visual_scripting_a_good_idea_for_a_llm/ | false | false | self | 2 | null |
Mamba-7B open-source release | 1 | [removed] | 2024-04-22T21:00:52 | https://www.reddit.com/r/LocalLLaMA/comments/1caltkf/mamba7b_opensource_release/ | VariationDry8130 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caltkf | false | null | t3_1caltkf | /r/LocalLLaMA/comments/1caltkf/mamba7b_opensource_release/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'lTOc-wDzw0hpl89DVx9YfQ_oKSik-HSlIOLvJ2jKaA0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lf6hbSoyDaOtXV1j-60xDXepAYRYHcTg6sS7YnmWSJo.jpg?width=108&crop=smart&auto=webp&s=95c817edcd5d4e2179d24a94c9bb8a8af8681a7c', 'width': 108}, {'height': 116, 'url': 'h... |
Mamba-7B open-source release | 1 | [removed] | 2024-04-22T20:59:07 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1calrmm | false | null | t3_1calrmm | /r/LocalLLaMA/comments/1calrmm/mamba7b_opensource_release/ | false | false | default | 1 | null | ||
Best way to chunk a codebase? | 1 | So I am creating a project that works like a chatbot for codebases. What do you guys recommend is the best way to chunk down a codebase? By functions or by files or something along those lines? I am sort of new to creating LLMs so always happy to hear new techniques. | 2024-04-22T20:55:39 | https://www.reddit.com/r/LocalLLaMA/comments/1caloq8/best_way_to_chunk_a_codebase/ | Pokedrive123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caloq8 | false | null | t3_1caloq8 | /r/LocalLLaMA/comments/1caloq8/best_way_to_chunk_a_codebase/ | false | false | self | 1 | null |
Best way to chunk a codebase? | 14 | So I am creating a project that works like a chatbot for codebases. What do you guys recommend is the best way to chunk down a codebase? By functions or by files or something along those lines? I am sort of new to creating LLMs so always happy to hear new techniques. | 2024-04-22T20:55:37 | https://www.reddit.com/r/LocalLLaMA/comments/1calop9/best_way_to_chunk_a_codebase/ | Pokedrive123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1calop9 | false | null | t3_1calop9 | /r/LocalLLaMA/comments/1calop9/best_way_to_chunk_a_codebase/ | false | false | self | 14 | null |
Mamba-7B open-source release | 45 | New open-source Mamba-7B model trained using OpenLM
[https://x.com/sedrickkeh2/status/1782506288578216406](https://x.com/sedrickkeh2/status/1782506288578216406)
[https://huggingface.co/TRI-ML/mamba-7b-rw](https://huggingface.co/TRI-ML/mamba-7b-rw) | 2024-04-22T20:45:34 | https://www.reddit.com/r/LocalLLaMA/comments/1calirf/mamba7b_opensource_release/ | Emergency-Nobody8163 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1calirf | false | null | t3_1calirf | /r/LocalLLaMA/comments/1calirf/mamba7b_opensource_release/ | false | false | self | 45 | null |
Mamba-7B open-source release | 1 | [removed] | 2024-04-22T20:45:28 | https://www.reddit.com/r/LocalLLaMA/comments/1caliof/mamba7b_opensource_release/ | Emergency-Nobody8163 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1caliof | false | null | t3_1caliof | /r/LocalLLaMA/comments/1caliof/mamba7b_opensource_release/ | false | false | self | 1 | null |
M3 36gb MacBook Pro vs 4070 PC | 1 | Which would be a better option for machine learning and LLMs? 4070 only has 12gb of VRAM. | 2024-04-22T20:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/1calabs/m3_36gb_macbook_pro_vs_4070_pc/ | z420a | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1calabs | false | null | t3_1calabs | /r/LocalLLaMA/comments/1calabs/m3_36gb_macbook_pro_vs_4070_pc/ | false | false | self | 1 | null |
Meta Llama Guard 2: Llama3-based LLM safeguard model produces classifications based on the MLCommons harm taxonomy! | 4 | 2024-04-22T20:26:29 | https://huggingface.co/meta-llama/Meta-Llama-Guard-2-8B | thelostj3di | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1cal7tj | false | null | t3_1cal7tj | /r/LocalLLaMA/comments/1cal7tj/meta_llama_guard_2_llama3based_llm_safeguard/ | false | false | default | 4 | null | |
How-to: Run LLaMA3-70B on 2x3090/4090 GPUs for long workloads without OOM | 6 | Put together a guide for how to run LLaMA3-70B on 2x 3090/4090 GPUs without running out of memory etc: [https://github.com/catid/oaillama3](https://github.com/catid/oaillama3)
Right now it's a bit tricky because nothing works without some tweaks. In this repo I shared the tweaks to apply to get it all going.
It's... | 2024-04-22T20:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/1cal6iq/howto_run_llama370b_on_2x30904090_gpus_for_long/ | oculuscat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cal6iq | false | null | t3_1cal6iq | /r/LocalLLaMA/comments/1cal6iq/howto_run_llama370b_on_2x30904090_gpus_for_long/ | false | false | self | 6 | null |
🐺🐦⬛ LLM Comparison/Test: Llama 3 Instruct 70B + 8B HF/GGUF/EXL2 (20 versions tested and compared!) | 415 | Here's my latest, and maybe last, Model Comparison/Test - at least in its current form. I have kept these tests unchanged for as long as possible to enable direct comparisons and establish a consistent ranking for all models tested, but I'm taking the release of Llama 3 as an opportunity to conclude this test series as... | 2024-04-22T20:16:58 | https://www.reddit.com/r/LocalLLaMA/comments/1cal17l/llm_comparisontest_llama_3_instruct_70b_8b/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1cal17l | false | null | t3_1cal17l | /r/LocalLLaMA/comments/1cal17l/llm_comparisontest_llama_3_instruct_70b_8b/ | false | false | self | 415 | {'enabled': False, 'images': [{'id': 'rTfYrz-onPLBrlpuzRns1V6YY9-QHschrF0ckUeE3So', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TtpAi-M2JbiBUFW8cKHj6cU0Kn8t6h5fq62LqOUhhAE.jpg?width=108&crop=smart&auto=webp&s=3fbbd02bc7ea36c08eba0bb0f2cbc070eb0d1b22', 'width': 108}, {'height': 116, 'url': 'h... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.