LLM Sampler
Install with:
pip install llm_sampler
llm_sampler allows you to sample from any LLM by given logits.
It is a collection of various sampling techniques found online.
For now, the methods are:
sample_huggingface- the one used in transformerssample_gpt_fast- the one used in gpt-fast
It also allows you get probability scores for sequences given by the user.
For example, if you supply the input:
Input: The sentiment of the sentence 'I loved it' is
- Option 0:
positive - Option 1:
negative - Option 2:
unknown
This lib will help you create_batch_with_continuations
Release files for llm-sampler 0.4.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| llm_sampler-0.4.0.tar.gz | 5.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| llm_sampler-0.4.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 9.6 kB
Release files / llm_sampler-0.4.0.tar.gz
| Download URL | llm_sampler-0.4.0.tar.gz |
|---|---|
| Size | 5.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
dd3f789aa36b329e2bf9a52e77198dbd011f7628b8136e1362779a4ff1283931
|
|
BLAKE2b-256 checksum How to use checksums |
623f45c5c2b5d7241dd5f84bf27dc2351bc6c05eee40f0ed87c1faafe531a64d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.5
|
Release files / llm_sampler-0.4.0-py3-none-any.whl
| Download URL | llm_sampler-0.4.0-py3-none-any.whl |
|---|---|
| Size | 4.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
1b99d780695cfc1a58c807d3fc07d2f11726697ba06c25a8008d3972fc6c0342
|
|
BLAKE2b-256 checksum How to use checksums |
efc961ebef8a144e38007e22c0c286983a90c2dab0953df184f9e6f85d0220ec
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.11.5
|