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46 commits

Author SHA1 Message Date
kingbri
a4d02c2b70 Model: Add log messages for model loading 
It's useful to know the split method that the model is being loaded
on.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-08-17 23:09:27 -04:00
kingbri
a3a32c30a4 Model: Add utils file 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-08-17 22:43:19 -04:00
kingbri
43f9483bc4 Model: Add tensor_parallel_backend option 
This allows for users to use nccl or native depending on the GPU setup.
NCCL is only available with Linux built wheels.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-08-17 22:35:10 -04:00
Forkoz
60ae419746
Model.py TP changes 2025-08-12 21:01:54 +00:00
kingbri
fe149489af Tree: Format 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-08-05 01:22:18 -04:00
AUTOMATIC
056527ceb3 add logprobs support for exl3 2025-08-03 11:42:32 +03:00
kingbri
0b4ca567f8 API: Persist request IDs and append full_text to finish chunk 
Adding these to each generation chunk helps remove redundancy and
unecessary request ID operations.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-07-25 12:27:44 -04:00
turboderp
0ae878712e Exl3: Clear image embedding cache on unload 2025-06-25 23:56:21 +02:00
kingbri
2913ce29fc API: Add timings to usage stats 
It's useful for the client to know what the T/s and total time for
generation are per-request.

Works with both completions and chat completions.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-06-17 22:54:51 -04:00
turboderp
21c5af48e1 Tree: Format 2025-06-15 19:30:38 +02:00
turboderp
1c9891bf04 Exl3: Add vision capability 2025-06-15 19:22:51 +02:00
turboderp
d357f100d0 Dependencies: Bump ExllamaV3 2025-06-15 19:12:45 +02:00
turboderp
691a080ac7 Dependencies: Bump ExllamaV3 and ExllamaV2 2025-05-31 23:55:04 +02:00
kingbri
0c4cc1eba3 Model: Add prompt logging to ExllamaV3 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-17 22:05:18 -04:00
gakada
ba6248eec0
Exl3: fix add_bos in generator 2025-05-17 19:10:49 +09:00
kingbri
17f3dca6fc Packaging: Add agnostic method to check version of packages 
Some packages such as ExllamaV2 and V3 require specific versions for
the latest features. Rather than creating repetitive functions, create
an agnostic function to check the installed package and then report
to the user to upgrade.

This is also sent to requests for loading and unloading, so keep the
error short.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-17 01:04:24 -04:00
kingbri
084916c04f Model: Fix autosplit reserve crash with GPU split 
ExllamaV3 does not accept autosplit_reserve and gpu_split at the same
time.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-17 00:51:14 -04:00
kingbri
390daeb92f Model: Create universal HFModel class 
The HFModel class serves to coalesce all config files that contain
random keys which are required for model usage.

Adding this base class allows us to expand as HuggingFace randomly
changes their JSON schemas over time, reducing the brunt that backend
devs need to feel when their next model isn't supported.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-13 18:12:38 -04:00
kingbri
638eef401a Model: Move cache creation to a common function 
Prevents repetitiveness while also creating a Cache class.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-08 23:10:03 -04:00
DocShotgun
45b966363e Tree: Format 2025-05-03 21:01:03 -07:00
DocShotgun
a635a719d7 Model: Enable draft model q-cache in Exl3 
* Remove unneeded default fp16 cache layer import
 2025-05-03 20:59:36 -07:00
DocShotgun
58e34ba4c5 Model: Exl3 cache quant settings lenient with whitespace 2025-05-03 20:35:35 -07:00
DocShotgun
68a660bdb3 Model: Initial Exl3 cache quantization support 2025-05-03 20:35:35 -07:00
turboderp
92ea7ee7cd Model: Add draft model/speculative decoding 2025-05-04 01:27:42 +02:00
turboderp
1db2cb99cb Model: Avoid initializing class variables 2025-05-04 01:26:42 +02:00
turboderp
0405a94a89 Model: Cast penalty range to int 2025-05-03 22:28:36 +02:00
turboderp
58c380b8ca Model: Create generator on load 2025-05-03 18:33:37 +02:00
turboderp
0d949d00b9 Model: Set default max_batch_size 2025-05-03 18:33:37 +02:00
turboderp
8c75b29923 Model: Fix some warnings 2025-05-03 18:33:36 +02:00
kingbri
15cc480cb0 Exl3: Simplify add_bos_token handling 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:50:42 -04:00
randoentity
d8a8ccfc2a Model: fix add_bos_token 2025-05-02 21:33:25 -04:00
kingbri
0d02af3c81 Model: Set model_dir on init 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
kingbri
c89bea030e Model: Add template fetching to Exl3 
Use the same functionality as exl2's loader.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
kingbri
e8f00412f6 Model: Fetch from generation_config and tokenizer_config in Exl3 
Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
kingbri
eca403a0e4 Model: Add Exllamav3 sampler 
File was not included in previous commit.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
kingbri
bdc5189a4b Exl3: Add chunk size, cache size, and model info 
Use the same algorithm for estimating and adjusting cache size based
on multiples of 256 and above max seq len.

Same applies for chunk size.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
kingbri
303e2dde12 Model: Correct exl3 generation, add concurrency, and cleanup 
Fixes application of sampler parameters by adding a new sampler builder
interface. Also expose the generator class-wide and add wait_for_jobs.

Finally, allow inline loading to specify the backend.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:33:25 -04:00
randoentity
c744790f14 fixup: add sampler logs 
Also passing sampler to job with this, no idea if this is correct
 2025-05-02 21:33:25 -04:00
randoentity
b35c48da37 fixup: some metrics 2025-05-02 21:33:25 -04:00
randoentity
c0f268f33e fixup: autosplit, start work on metrics 2025-05-02 21:33:25 -04:00
randoentity
306fc7cd15 fixup: autosplit reserve 
this probably breaks v2 support
 2025-05-02 21:33:25 -04:00
randoentity
acb3adb953 fixup: auto split 2025-05-02 21:33:25 -04:00
randoentity
14fb573371 fixup: max_seq_len 
Whoops
 2025-05-02 21:33:25 -04:00
randoentity
daae9ec43d Exl3: Couldn't wait 
Just copied some stuff around and it ended up working for basic use.
 2025-05-02 21:33:25 -04:00
kingbri
b4ff2f23cf Exl3: Add token encode, decode, and special token fetch 
Base class methods

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:32:53 -04:00
kingbri
0c1d794390 Model: Add exl3 and associated load functions 
Initial exl3 compat and loading functionality.

Signed-off-by: kingbri <8082010+kingbri1@users.noreply.github.com>
 2025-05-02 21:32:39 -04:00