854532c08e
Merge pull request #112 from martindevans/classifier_free_guidance
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Added native symbol for CFG
2023-08-22 18:35:13 +01:00
4b7d718551
Added native symbol for CFG
2023-08-22 17:11:49 +01:00
8f0b52eb09
Re-renaming some arguments to allow for easy deserialization from appsettings.json.
2023-08-22 09:09:22 -07:00
9fc17f3136
Fixed unit tests
2023-08-22 14:16:20 +01:00
759ae26f36
Merge branch 'master' into grammar_basics
2023-08-22 14:06:57 +01:00
a9e6f21ab8
- Creating and destroying contexts in the stateless executor, saving memory. It now uses zero memory when not inferring!
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- Passing encoding in the `IModelParams`, which reduces how often encoding needs to be passed around
2023-08-22 01:30:13 +01:00
e7b217f462
Fixed out of context logic
2023-08-22 01:28:28 +01:00
4738c26299
- Reduced context size of test, to speed it up
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- Removed some unnecessary `ToArray` calls
- Initial pass on LLamaStatelessExecutor, the context overflow management is broken but I think I found where it's ported from
2023-08-22 01:28:28 +01:00
ae8ef17a4a
- Added various convenience overloads to `LLamaContext.Eval`
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- Converted `SafeLLamaContextHandle` to take a `ReadOnlySpan` for Eval, narrower type better represents what's really needed
2023-08-22 01:28:28 +01:00
592a80840b
renamed some arguments in ModelParams constructor so that classcan be serialized easily
2023-08-19 15:55:19 -07:00
64416ca23c
- Created a slightly nicer way to create grammar (from `IReadOnlyList<IReadOnlyList<LLamaGrammarElement>>`)
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- Integrated grammar into sampling
- Added a test for the grammar sampling
2023-08-17 19:29:15 +01:00
0294bb1303
Some of the basics of the grammar API
2023-08-17 19:28:17 +01:00
Rinne
62331852bc
Merge pull request #90 from martindevans/proposal_multi_context
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Multi Context
2023-08-17 21:59:05 +08:00
10f88ebd0e
Potential fix for .Net Framework issues ( #103 )
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* Added a bool to sbyte Utils convertor
As an attempt to avoid using any MarshalAs attribute for .Net Framework support this Utils method will take in a bool value and return a 1 for true or 0 for false sbyte.
* Changed all bool "MarshalAs" types to sbytes
Changed all previous BOOL types with "MarshalAs" attributes to SBYTEs and changed all the setters of them to use the Utils.BoolToSignedByte() convertor method.
* Fixed Utils bool convertor & added sbyte to bool
Improved the Utils bool convertor just casting an sbyte value to get rid of the unneeded sbyte array and added an sbyte to bool convertor to convert back the way to a C# bool assuming any positive value above 0 is a bool and no bools are packed in the single byte integer.
* bool to & from sbyte conversions via properties
All 1byte bools are now handled where they "sit", via public properties which perform the conversions to keep all external data able to communicate as it did before.
2023-08-16 00:09:52 +01:00
7ebff89f68
Merge pull request #101 from martindevans/llama_sample_classifier_free_guidance
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llama_sample_classifier_free_guidance
2023-08-13 23:21:21 +01:00
6c84accce8
Added `llama_sample_classifier_free_guidance` method from native API
2023-08-13 23:14:53 +01:00
afe559ef1c
Added comments to `Logger` and fixed some nullability warnings
2023-08-13 01:29:33 +01:00
6473f8d5e5
Temporarily added a `Console.WriteLine` into the test, to print the embedding vector for "cat" in CI
2023-08-13 01:10:09 +01:00
1b35be2e0c
Added some additional basic tests
2023-08-13 01:10:09 +01:00
f5a260926f
Renamed `EmbeddingCount` to `EmbeddingSize` in higher level class
2023-08-13 01:10:09 +01:00
479ff57853
Renamed `EmbeddingCount` to `EmbeddingSize`
2023-08-13 01:10:09 +01:00
d0a7a8fcd6
- Cleaned up disposal in LLamaContext
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- sealed some classes not intended to be extended
2023-08-13 01:10:08 +01:00
4d741d24f2
Marked old `LLamaContext` constructor obsolete
2023-08-13 01:10:08 +01:00
20bdc2ec6f
- Apply LoRA in `LLamaWeights.LoadFromFile`
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- Sanity checking that weights are not disposed when creating a context from them
- Further simplified `Utils.InitLLamaContextFromModelParams`
2023-08-13 01:10:08 +01:00
e2fe08a9a2
Added a higher level `LLamaWeights` wrapper around `SafeLlamaModelHandle`
2023-08-13 01:10:08 +01:00
fda7e1c038
Fixed mirostat/mirostate
2023-08-13 01:10:08 +01:00
f3511e390f
WIP demonstrating changes to support multi-context. You can see this in use in `TalkToYourself`, along with notes on what still needs improving.
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The biggest single change is renaming `LLamaModel` to `LLamaContext`
2023-08-13 01:10:08 +01:00
d7f971fc22
Improved `NativeApi` file a bit:
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- Added some more comments
- Modified `llama_tokenize` to not allocate
- Modified `llama_tokenize_native` to take a pointer instead of an array, allowing use with no allocations
- Removed GgmlInitParams (not used)
2023-08-12 00:45:23 +01:00
841cf88e3b
Merge pull request #96 from martindevans/minor_quantizer_improvements
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Minor quantizer improvements
2023-08-10 18:01:40 +01:00
ce325b49c7
Rewritten comments
2023-08-10 17:00:54 +01:00
b69f4bc40e
- Expanded range of supported types in quantizer to match llama.cpp
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- Rewritten `LLamaFtype` parsing to support any substring which uniquely matches a single enum variant
2023-08-10 16:58:00 +01:00
a67ea36dd9
Typo and formatting
2023-08-11 00:37:33 +12:00
726987b761
Add native logging output
2023-08-10 23:01:50 +12:00
acd91341e6
Added lots of comments to all the LLamaFtype variants
2023-08-10 02:14:21 +01:00
Yaohui Liu
ee2a5f064e
Merge branch 'master' of github.com:SciSharp/LLamaSharp into rinne-dev
2023-08-08 21:41:48 +08:00
Yaohui Liu
3a1daa98a3
feat: add the api to get the embedding length of the model.
2023-08-08 21:41:33 +08:00
270c6d55ef
Merge pull request #88 from martindevans/fix_serialization_nan
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Fix serialization error due to NaN
2023-08-08 14:04:18 +01:00
91bcefc852
comment on IModelParamsExtensions
2023-08-07 23:46:19 +01:00
9cdc72aa67
Fixed `ToLlamaContextParams` using the wrong parameter for `use_mmap`
2023-08-07 23:45:05 +01:00
bab3b46f0c
Merge pull request #82 from martindevans/tokenization_cleanup
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Utils Cleanup
2023-08-07 23:20:24 +01:00
b5de3ee5aa
Fixed some final mentions of "mirostate" instead of "mirostat"
2023-08-07 21:12:56 +01:00
be52737488
Using a nullable float instead of NaN, this should fix the serialization issue reported in #85
2023-08-07 21:09:18 +01:00
2d1269cae9
Access to IModelParamsExtensions
2023-08-08 07:54:40 +12:00
1fceeaf352
Applied fix from #84 (antiprompt does not work in stateless executor)
2023-08-07 19:00:59 +01:00
Yaohui Liu
d609b0e1d5
Merge branch 'master' of github.com:SciSharp/LLamaSharp into rinne-dev
2023-08-08 00:16:38 +08:00
Yaohui Liu
b60c8bd285
fix: antiprompt does not work in stateless executor.
2023-08-08 00:16:23 +08:00
2b2d3af26b
Moved `Eval` out of `Utils` and into `SafeLLamaContextHandle`
2023-08-07 15:15:34 +01:00
7fabcc1849
One last `TokenToString` case
2023-08-07 15:15:34 +01:00
0e5e00e300
Moved `TokenToString` from Utils into `SafeLLamaContextHandle` (thin wrappers around the same method in `SafeLlamaModelHandle`)
2023-08-07 15:15:34 +01:00
2d811b2603
- Moved `GetLogits` into `SafeLLamaContextHandle`
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- Added disposal check into `SafeLLamaContextHandle`
2023-08-07 15:13:24 +01:00
cd3cf2b77d
- Moved tokenization from `Utils.Tokenize` into `SafeLLamaContextHandle.Tokenize`, one less thing in `Utils`.
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- Also refactored it to return an `int[]` instead of an `IEnumerable<int>`, solving the "multiple enumeration" problems at the source!
2023-08-07 15:13:24 +01:00
73882de591
Merge pull request #81 from martindevans/tensor_splits_array
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Improved Tensor Splits
2023-08-07 13:36:38 +01:00
bd3d8d3dc4
Cleaned up multiple enumeration in FixedSizeQueue
2023-08-07 02:23:46 +01:00
f2499371ea
Pulled conversion of a `IModelParams` into a `LLamaContextParams` out into an extension method which can be used in other places.
2023-08-07 01:55:36 +01:00
f1111a9f8b
Using a pin instead of a `fixed` block
2023-08-07 01:20:34 +01:00
685eb3b9c2
Replaced `nint` with `float[]?` in Model params, which is much more user friendly!
2023-08-06 20:29:38 +01:00
e02d0c3617
Merge branch 'master' of https://github.com/SciSharp/LLamaSharp into upstream_master
2023-08-07 03:34:37 +12:00
Rinne
bfe9cc8961
Merge pull request #78 from SciSharp/rinne-dev
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feat: update the llama backends.
2023-08-06 20:59:24 +08:00
e46646b8db
Merge branch 'master' of https://github.com/SciSharp/LLamaSharp into upstream_master
2023-08-07 00:01:37 +12:00
Yaohui Liu
bb46a990d0
fix: add bug info for native api.
2023-08-06 14:46:23 +08:00
Yaohui Liu
5fe13bd9f7
fix: update the dlls.
2023-08-06 13:46:57 +08:00
372894e1d4
Expose some native classes
2023-08-06 14:44:46 +12:00
bac9cba01a
InferenceParams abstractions
2023-08-06 11:03:45 +12:00
2a04e31b7d
ModelParams abstraction
2023-08-06 10:44:54 +12:00
Yaohui Liu
546ba28a68
fix: ci error caused by branch merge.
2023-08-06 01:48:31 +08:00
Yaohui Liu
fc17e91d1a
feat: add backend for MACOS.
2023-08-06 01:30:56 +08:00
Yaohui Liu
9fcbd16b74
Merge branch 'master' of github.com:SciSharp/LLamaSharp into rinne-dev
2023-08-06 01:30:03 +08:00
Yaohui Liu
2968125daf
feat: update the llama backends.
2023-08-06 01:22:24 +08:00
fe3bd11dfa
Merge branch 'master' into master
2023-08-05 16:56:18 +01:00
7ef07104e7
Added queue fix, so that CI can pass
2023-08-05 14:38:47 +01:00
348f2c7d72
Update llama.cpp binaries to 5f631c2 and align the context to that version
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It solves the problem with netstandard2 (is it really netstandard2 a thing right now?)
Change context to solve problems.
5f631c26794b6371fcf2660e8d0c53494a5575f7
2023-08-05 12:45:34 +02:00
Rinne
075b785a4d
Merge branch 'master' into fixed_mirostate_mu
2023-08-05 08:59:47 +08:00
Rinne
c641dbdb83
Merge pull request #69 from martindevans/fixed_mirostat_spelling
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Fixed Spelling Mirostate -> Mirostat
2023-08-05 08:56:52 +08:00
Rinne
8d37abd787
Merge pull request #68 from martindevans/sampling_improvements
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Fixed Memory pinning in Sampling API
2023-08-05 08:55:12 +08:00
Rinne
1d29b240b2
Merge pull request #64 from martindevans/new_llama_state_loading_mechanism
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Low level new loading system
2023-08-05 08:47:28 +08:00
add3d5528b
Removed `MarshalAs` on array
2023-08-03 14:16:41 +01:00
2245b84906
Update LLamaContextParams.cs
2023-08-02 23:13:07 +01:00
c64507cb41
Correctly passing through mu value to mirostate instead of resetting it every time.
2023-07-30 00:15:52 +01:00
Rinne
cd015055a8
Merge branch 'master' into more_multi_enumeration_fixes
2023-07-30 00:45:38 +08:00
3e252c81f6
LLamaContextParams epsilon and tensor split changes
2023-07-28 19:15:19 +12:00
36735f7908
Fixed spelling of "mirostat" instead of "mirostate"
2023-07-27 23:11:25 +01:00
ec49bdd6eb
- Most importantly: Fixed issue in `SamplingApi`, `Memory` was pinned, but never unpinned!
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- Moved repeated code to convert `LLamaTokenDataArray` into a `LLamaTokenDataArrayNative` into a helper method.
- Modified all call sites to dispose the `MemoryHandle`
- Saved one copy of the `List<LLamaTokenData>` into a `LLamaTokenData[]` in `LlamaModel`
2023-07-27 20:45:59 +01:00
6985d3ab60
Added comments on two properties
2023-07-27 18:58:29 +01:00
c974c8429e
Removed leftover `using`
2023-07-25 20:30:10 +01:00
afb9d24f3a
Added model `Tokenize` method
2023-07-25 20:29:35 +01:00
369c915afe
Added TokenToString conversion on model handle
2023-07-25 16:55:04 +01:00
b721072aa5
Exposed some extra model properties on safe handle
2023-07-25 16:41:17 +01:00
44b1e93609
Moved LoRA loading into `SafeLlamaModelHandle`
2023-07-25 16:35:24 +01:00
c95b14d8b3
- Fixed null check
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- Additional comments
2023-07-25 16:23:25 +01:00
f16aa58e12
Updated to use the new loading system in llama (llama_state). This new system has split model weights and contexts into two separate things, allowing one set of weights to be shared between many contexts.
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This change _only_ implements the low level API and makes no effort to update the LlamaSharp higher level abstraction.
It is built upon llama `b3f138d`, necessary DLLs are **not** included in this commit.
2023-07-25 01:18:12 +01:00
8848fc6e3d
Fixed 2 more "multi enumeration" issues
2023-07-25 00:19:30 +01:00
ad28a5acdb
Merge branch 'master' into fix_multiple_enumeration
2023-07-24 22:13:49 +01:00
Rinne
4d7d4f2bfe
Merge pull request #59 from saddam213/master
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Instruct & Stateless web example implemented
2023-07-24 23:28:04 +08:00
Rinne
66d6b00b49
Merge pull request #57 from martindevans/larger_states
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Larger states
2023-07-24 23:10:39 +08:00
3d07721a00
Fixed eager count check
2023-07-24 15:55:06 +01:00
Rinne
c5e8b3eba2
Merge pull request #56 from martindevans/memory_mapped_save_loading_and_saving
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Memory Mapped LoadState/SaveState
2023-07-24 22:49:00 +08:00
Rinne
dee9afc471
Merge pull request #55 from martindevans/removed_dictionary_extensions
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Cleaned up unnecessary extension methods
2023-07-24 22:44:17 +08:00
Rinne
d17fa991cc
Merge pull request #53 from martindevans/xml_docs_fixes
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XML docs fixes
2023-07-24 22:31:51 +08:00
3fec7a63c7
Add Instruct and Stateless support
2023-07-23 16:31:28 +12:00
Rinne
36ad09790c
Merge branch 'master' into master
2023-07-22 23:31:53 +08:00
Rinne
1b0523f630
Merge branch 'master' into master
2023-07-22 23:27:50 +08:00
e5d885050e
Align llama.cpp binaries
2023-07-22 09:54:22 +02:00
f3fa73de2b
Implemented a new `LlamaModel.State` handle which internally stores the state as natively allocated memory. This allows it to exceed the 2GB limit on C# arrays.
2023-07-21 23:04:23 +01:00
4d72420a04
Replaced `SaveState` and `LoadState` implementations. These new implementations map the file into memory and then pass the pointer directly into the native API. This improves things in two ways:
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- A C# array cannot exceed 2,147,483,591 bytes. In my own use of LlamaSharp I encountered this limit.
- This saves an extra copy of the entire state data into a C# `byte[]`, so it should be faster.
This does _not_ fix some other places where `GetStateData` is used. I'll look at those in a separate PR.
2023-07-21 18:54:31 +01:00
18462beb31
- Removed the `Update` and `GetOrDefault` extension methods (they were unused).
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- Renamed `DictionaryExtensions` to `KeyValuePairExtensions`, since nothing in that file extends dictionary any more!
2023-07-20 16:41:19 +01:00
7cf1f8ac28
Fixed multiple cases where an `IEnumerable<T>` was enumerated multiple times.
2023-07-20 16:29:54 +01:00
2e76b79af6
Various minor XML docs fixes
2023-07-20 16:07:53 +01:00
17838bba49
fix breaking change in llama.cpp; bind to latest version llama.cpp to support new quantization method
2023-07-20 07:59:44 -04:00
a5c089e7b1
Update llama.cpp libraries
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Keep update binaries
2023-07-16 15:23:12 +02:00
56a37a0d7d
Update to lates llama.cpp
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Adapt the interface change in llama_backend_init
2023-07-15 11:42:19 +02:00
dba866ffcf
Update API method name
2023-07-13 22:39:26 -07:00
b1019ae46f
Update the latest llama.cpp metal libraries
2023-07-08 09:22:12 +02:00
fb9e38d3e8
Update llama.cpp
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Update with all new changes
2023-07-03 20:50:19 +02:00
37975f405f
Libraries with MacOS Metal Support
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Add metal libraries and ggml-metal.metal helper
2023-06-22 23:31:10 +02:00
2fde2020a5
Update libllama.dylib
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Align llama.cpp MacOS Dynamic Link Library
2023-06-21 21:05:53 +02:00
Rinne
0269af8c17
Merge branch 'master' into runtime-targets
2023-06-21 16:02:19 +08:00
Yaohui Liu
1062fe1a7e
feat: upgrade the native libraries.
2023-06-21 15:21:27 +08:00
Yaohui Liu
9850417a12
feat: update quantize native params.
2023-06-20 23:32:58 +08:00
Yaohui Liu
6c400e64c2
docs: publiash documentation 0.4.
2023-06-20 02:38:57 +08:00
Yaohui Liu
2eb2d6df83
test: add 9 examples of the new version.
2023-06-19 22:09:58 +08:00
49f664646e
Remove packaging targets file
2023-06-19 18:54:38 +09:00
bbd2650cf0
Include runtime targets file
2023-06-19 18:44:51 +09:00
Yaohui Liu
f3565d6b2d
refactor: rename Quantizer to LLamaQuantizer.
2023-06-19 02:54:55 +08:00
Yaohui Liu
b20b6f209e
docs: add some xml comments.
2023-06-19 02:53:21 +08:00
Yaohui Liu
1e061615d4
refactor: remove SessionParams.
2023-06-19 02:04:07 +08:00
Rinne
08e668a313
Merge pull request #26 from mlof/document-interfaces
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Document interfaces
2023-06-18 04:14:48 +08:00
65925eac4f
Added documentation for the interfaces
2023-06-15 22:23:58 +02:00
b911b2548b
move interfaces into abstractions folder
2023-06-15 22:06:47 +02:00
762fd7c1ae
Fixed a typo in FixedSizeQueue
2023-06-15 22:00:37 +02:00
Rinne
69849d3fc0
Merge pull request #24 from SignalRT/master
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MacOS Arm64 support
2023-06-12 19:24:55 +08:00
Yaohui Liu
a3b8186f20
feat: support save and load chat session.
2023-06-12 18:31:37 +08:00
Yaohui Liu
bdbd6aa824
feat: add transforms for chat session.
2023-06-12 18:07:41 +08:00
429af3d234
Merge branch 'SciSharp:master' into master
2023-06-11 21:17:15 +02:00
Yaohui Liu
b567399b65
refactor: allow customized logger.
2023-06-12 03:11:44 +08:00
b326dfc43f
MacOS Support
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Add Arm64 as platform
2023-06-11 20:59:25 +02:00
f7cf453366
MacOS Dynamic Link Libraries
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Add MacOS Dynamic Link Libraries
2023-06-11 20:52:31 +02:00
Yaohui Liu
3bf74ec9b9
feat: add chat session for refactored code.
2023-06-12 02:47:25 +08:00
Yaohui Liu
908b79e855
feat: add stateless executor.
2023-06-11 22:39:31 +08:00
Yaohui Liu
e603a09137
fix: state loading and saving not working.
2023-06-11 09:13:30 +08:00
Yaohui Liu
5679e08718
feat: add ILLamaExecutor.InferAsync.
2023-06-11 05:44:21 +08:00
Yaohui Liu
264fb9a706
refactor: LLamaModel and LLamaExecutor.
2023-06-10 18:37:58 +08:00
Yaohui Liu
3a62f087fe
fix: encoding error when using other languages.
2023-06-03 18:51:20 +08:00
Yaohui Liu
9a4bf8e844
docs: add verified models info.
2023-05-23 05:40:54 +08:00
Yaohui Liu
e77afa76d0
feat: change default param of n_gpu_layers to 20.
2023-05-22 23:50:50 +08:00
Yaohui Liu
e21589afa6
fix: n_gpu_layers not work in latest commit.
2023-05-22 21:27:49 +08:00
Yaohui Liu
513d566361
refactor: remove dependency for third-party logger.
2023-05-22 19:28:57 +08:00
Yaohui Liu
3e53ed4753
fix: build error after dropping LLamaModelV1.
2023-05-22 19:07:43 +08:00
Yaohui Liu
56c56b9c51
refactor: drop LLamaModelV1.
2023-05-21 20:40:54 +08:00
Yaohui Liu
18c2ff2395
refactor: instruct mode and examples.
2023-05-21 20:36:49 +08:00
Yaohui Liu
421e3f32c7
feat: add tokenize and detokenize apis to LLamaModel.
2023-05-21 02:26:01 +08:00
Yaohui Liu
e926b0690f
docs: add comments to LLamaModel methods.
2023-05-21 02:17:27 +08:00
Yaohui Liu
4e1b6cf4e9
fix: optimize loading and saving state.
2023-05-21 02:09:15 +08:00
Yaohui Liu
55d5a8ae51
fix: quantization error with fp16.
2023-05-20 23:51:22 +08:00
Yaohui Liu
19979f664a
feat: support loading and saving state.
2023-05-20 14:01:20 +08:00
Yaohui Liu
d6bd1b7107
fix: add check for model file path.
2023-05-18 14:03:06 +08:00
Yaohui Liu
a65ad44291
build: add readme to package.
2023-05-18 05:33:03 +08:00
Yaohui Liu
2490cf17f4
build: update to v0.2.3.
2023-05-18 04:09:54 +08:00
Yaohui Liu
00d91cf99e
refactor: some parts of code of LLamaModel.
2023-05-18 03:59:55 +08:00
Yaohui Liu
afedd3c949
fix: errors when input is not English or too long.
2023-05-18 02:45:30 +08:00
Yaohui Liu
ea5f9d38ac
fix: always add bos when inference.
2023-05-17 12:53:31 +08:00
Yaohui Liu
1fca06dc7f
fix: n_gpu_layers miss in llama context.
2023-05-17 04:22:54 +08:00
Yaohui Liu
4314f64b9c
feat: add check for backend package.
2023-05-17 03:40:45 +08:00
Yaohui Liu
bcd4c5605b
feat: add n_gpu_layers and prompt_cache_all params.
2023-05-17 03:18:01 +08:00
Yaohui Liu
f17fd889be
build: optimize the building of LLama.
2023-05-17 03:04:28 +08:00
Yaohui Liu
9c0f3aedba
refactor: change some file names.
2023-05-16 02:55:25 +08:00
Yaohui Liu
f5a01c346d
feat: enable history for chat session.
2023-05-16 02:54:22 +08:00
Yaohui Liu
aa2b064d1d
fix: add IDisposable to model classes.
2023-05-16 02:51:02 +08:00
Yaohui Liu
6ffcb5306b
refactor: use official api of quantization instead.
2023-05-13 15:02:19 +08:00
Yaohui Liu
0958bbac2c
feat: add get-embedding api to LLamaModel.
2023-05-13 02:08:03 +08:00
Yaohui Liu
d76619c01b
docs: add more comments to obselete class LLamaModelV1.
2023-05-13 00:06:57 +08:00
21c36cbf80
Added WebAPI.
2023-05-11 21:45:34 -05:00
Yaohui Liu
a9a5bbdbd3
build: revise the building of master branch.
2023-05-11 20:04:51 +08:00
Yaohui Liu
33067f990f
feat: run quantization in csharp.
2023-05-11 17:38:28 +08:00
Yaohui Liu
118d410d52
build: revise build informations.
2023-05-11 13:57:57 +08:00
Yaohui Liu
856d6549de
build: add linux support.
2023-05-11 04:20:56 +08:00
Yaohui Liu
02524ae4eb
build: add package informations.
2023-05-11 04:07:02 +08:00
Yaohui Liu
fce10f3c4f
feat: add ChatSession.
2023-05-11 03:19:12 +08:00
Yaohui Liu
d6a7997e46
feat: add gpt model.
2023-05-10 20:48:16 +08:00
Yaohui Liu
5a79edeb51
feat: add the framework and basic usages.
2023-05-10 02:13:41 +08:00
Martin Evans
Rinne