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d948a4f2ee
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51 Commits

Author SHA1 Message Date
Adam Treat
d948a4f2ee Complete revamp of model loading to allow for more discreet control by 
the user of the models loading behavior.

Signed-off-by: Adam Treat <treat.adam@gmail.com>
 2024-02-21 10:15:20 -06:00
Jared Van Bortel
fc7e5f4a09
ci: fix missing Kompute support in python bindings (#1953) 
Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-02-09 21:40:32 -05:00
Jared Van Bortel
bf493bb048
Mixtral crash fix and python bindings v2.2.0 (#1931) 
Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-02-06 11:01:15 -05:00
Jared Van Bortel
92c025a7f6
llamamodel: add 12 new architectures for CPU inference (#1914) 
Baichuan, BLOOM, CodeShell, GPT-2, Orion, Persimmon, Phi and Phi-2,
Plamo, Qwen, Qwen2, Refact, StableLM

Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-02-05 16:49:31 -05:00
Jared Van Bortel
10e3f7bbf5
Fix VRAM leak when model loading fails (#1901) 
Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-02-01 15:45:45 -05:00
Jared Van Bortel
061d1969f8
expose n_gpu_layers parameter of llama.cpp (#1890) 
Also dynamically limit the GPU layers and context length fields to the maximum supported by the model.

Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-01-31 14:17:44 -05:00
Jared Van Bortel
38c61493d2 backend: update to latest commit of llama.cpp Vulkan PR 
Signed-off-by: Jared Van Bortel <jared@nomic.ai>
 2024-01-29 15:47:26 -06:00
Jared Van Bortel
b7c92c5afd
sync llama.cpp with latest Vulkan PR and newer upstream (#1819) 2024-01-16 16:36:21 -05:00
AT
96cee4f9ac
Explicitly clear the kv cache each time we eval tokens to match n_past. (#1808) 2024-01-03 14:06:08 -05:00
Jared Van Bortel
d1c56b8b28
Implement configurable context length (#1749) 2023-12-16 17:58:15 -05:00
Jared Van Bortel
0600f551b3
chatllm: do not attempt to serialize incompatible state (#1742) 2023-12-12 11:45:03 -05:00
Jared Van Bortel
9e28dfac9c
Update to latest llama.cpp (#1706) 2023-12-01 16:51:15 -05:00
Jared Van Bortel
d4ce9f4a7c
llmodel_c: improve quality of error messages (#1625) 2023-11-07 11:20:14 -05:00
cebtenzzre
fd0c501d68
backend: support GGUFv3 (#1582) 2023-10-27 17:07:23 -04:00
cebtenzzre
4338e72a51
MPT: use upstream llama.cpp implementation (#1515) 2023-10-19 15:25:17 -04:00
cebtenzzre
0fe2e19691
llamamodel: re-enable error messages by default (#1537) 2023-10-19 13:46:33 -04:00
Aaron Miller
afaa291eab python bindings should be quiet by default 
* disable llama.cpp logging unless GPT4ALL_VERBOSE_LLAMACPP envvar is
  nonempty
* make verbose flag for retrieve_model default false (but also be
  overridable via gpt4all constructor)

should be able to run a basic test:

```python
import gpt4all
model = gpt4all.GPT4All('/Users/aaron/Downloads/rift-coder-v0-7b-q4_0.gguf')
print(model.generate('def fib(n):'))
```

and see no non-model output when successful
 2023-10-11 14:14:36 -07:00
Cebtenzzre
5fe685427a chat: clearer CPU fallback messages 2023-10-06 11:35:14 -04:00
Cebtenzzre
d87573ea75 remove old llama.cpp submodules 2023-10-05 18:16:19 -04:00
Cebtenzzre
672cb850f9 differentiate between init failure and unsupported models 2023-10-05 18:16:19 -04:00
Cebtenzzre
088afada49 llamamodel: fix static vector in LLamaModel::endTokens 2023-10-05 18:16:19 -04:00
Adam Treat
12f943e966 Fix regenerate button to be deterministic and bump the llama version to latest we have for gguf. 2023-10-05 18:16:19 -04:00
Cebtenzzre
ce7be1db48 backend: use llamamodel.cpp for Falcon 2023-10-05 18:16:19 -04:00
Cebtenzzre
6277eac9cc backend: use llamamodel.cpp for StarCoder 2023-10-05 18:16:19 -04:00
Cebtenzzre
1d29e4696c llamamodel: metal supports all quantization types now 2023-10-05 18:16:19 -04:00
Adam Treat
d90d003a1d Latest rebase on llama.cpp with gguf support. 2023-10-05 18:16:19 -04:00
Adam Treat
aa33419c6e Fallback to CPU more robustly. 2023-09-14 16:53:11 -04:00
Adam Treat
3076e0bf26 Only show GPU when we're actually using it. 2023-09-14 09:59:19 -04:00
Adam Treat
987546c63b Nomic vulkan backend licensed under the Software for Open Models License (SOM), version 1.0. 2023-08-31 15:29:54 -04:00
Aaron Miller
198b5e4832 add Falcon 7B model 
Tested with https://huggingface.co/TheBloke/falcon-7b-instruct-GGML/blob/main/falcon7b-instruct.ggmlv3.q4_0.bin
 2023-06-27 14:06:39 -03:00
Aaron Miller
db34a2f670 llmodel: skip attempting Metal if model+kvcache > 53% of system ram 2023-06-26 19:46:49 -03:00
Aaron Miller
b19a3e5b2c add requiredMem method to llmodel impls 
most of these can just shortcut out of the model loading logic llama is a bit worse to deal with because we submodule it so I have to at least parse the hparams, and then I just use the size on disk as an estimate for the mem size (which seems reasonable since we mmap() the llama files anyway)
 2023-06-26 18:27:58 -03:00
Aaron Miller
88616fde7f
llmodel: change tokenToString to not use string_view (#968) 
fixes a definite use-after-free and likely avoids some other
potential ones - std::string will convert to a std::string_view
automatically but as soon as the std::string in question goes out of
scope it is already freed and the string_view is pointing at freed
memory - this is *mostly* fine if its returning a reference to the
tokenizer's internal vocab table but it's, imo, too easy to return a
reference to a dynamically constructed string with this as replit is
doing (and unfortunately needs to do to convert the internal whitespace
replacement symbol back to a space)
 2023-06-13 07:14:02 -04:00
Adam Treat
b906fb4057 When recalculating context we can't erase the BOS. 2023-06-12 08:43:20 -07:00
Aaron Miller
d3ba1295a7
Metal+LLama take two (#929) 
Support latest llama with Metal
---------

Co-authored-by: Adam Treat <adam@nomic.ai>
Co-authored-by: niansa/tuxifan <tuxifan@posteo.de>
 2023-06-09 16:48:46 -04:00
Adam Treat
b162b5c64e Revert "llama on Metal (#885)" 
This reverts commit c55f81b860.
 2023-06-09 15:08:46 -04:00
Aaron Miller
c55f81b860
llama on Metal (#885) 
Support latest llama with Metal

---------

Co-authored-by: Adam Treat <adam@nomic.ai>
Co-authored-by: niansa/tuxifan <tuxifan@posteo.de>
 2023-06-09 14:58:12 -04:00
Adam Treat
301d2fdbea Fix up for newer models on reset context. This fixes the model from totally failing after a reset context. 2023-06-04 19:31:20 -04:00
AT
bbe195ee02
Backend prompt dedup (#822) 
* Deduplicated prompt() function code
 2023-06-04 08:59:24 -04:00
Peter Gagarinov
23391d44e0 Only default mlock on macOS where swap seems to be a problem 
Repeating the change that once was done in https://github.com/nomic-ai/gpt4all/pull/663 but then was overriden by 48275d0dcc

Signed-off-by: Peter Gagarinov <pgagarinov@users.noreply.github.com>
 2023-06-03 07:51:18 -04:00
niansa/tuxifan
f3564ac6b9
Fixed tons of warnings and clazy findings (#811) 2023-06-02 15:46:41 -04:00
Adam Treat
a41bd6ac0a Trying to shrink the copy+paste code and do more code sharing between backend model impl. 2023-06-02 07:20:59 -04:00
niansa
a3d08cdcd5 Dlopen better implementation management (Version 2) 2023-06-01 07:44:15 -04:00
AT
48275d0dcc
Dlopen backend 5 (#779) 
Major change to the backend that allows for pluggable versions of llama.cpp/ggml. This was squashed merged from dlopen_backend_5 where the history is preserved.
 2023-05-31 17:04:01 -04:00
Adam Treat
9bfff8bfcb Add new reverse prompt for new localdocs context feature. 2023-05-25 11:28:06 -04:00
Juuso Alasuutari
81fdc28e58 llmodel: constify LLModel::threadCount() 2023-05-22 08:54:46 -04:00
Adam Treat
8204c2eb80 Only default mlock on macOS where swap seems to be a problem. 2023-05-21 10:27:04 -04:00
Adam Treat
aba1147a22 Always default mlock to true. 2023-05-20 21:16:15 -04:00
aaron miller
e6fd0a240d backend: fix buffer overrun in repeat penalty code 
Caught with AddressSanitizer running a basic prompt test against llmodel
standalone. This fix allows ASan builds to complete a simple prompt
without illegal accesses but there are still notably several leaks.
 2023-05-17 07:54:10 -04:00
kuvaus
507e913faf
gpt4all-backend: Add MSVC support to backend (#595) 
* Add MSVC compatibility

* Add _MSC_VER macro

---------

Co-authored-by: kuvaus <kuvaus@users.noreply.github.com>
 2023-05-16 11:35:33 -04:00