BEE-spoke-data / smol_llama-220M-openhermes

huggingface.co
Total runs: 100
24-hour runs: 1
7-day runs: 9
30-day runs: -27
Model's Last Updated: December 29 2025
text-generation

Introduction of smol_llama-220M-openhermes

Model Details of smol_llama-220M-openhermes

BEE-spoke-data/smol_llama-220M-openhermes

Please note that this is an experiment, and the model has limitations because it is smol.

prompt format is alpaca

Below is an instruction that describes a task, paired with an input that
provides further context. Write a response that appropriately completes
the request.  

### Instruction:  

How can I increase my meme production/output? Currently, I only create them in ancient babylonian which is time consuming.  

### Inputs:

### Response:

It was trained on inputs so if you have inputs (like some text to ask a question about) then include it under ### Inputs:

Example

Output on the text above ^. The inference API is set to sample with low temp so you should see ( at least slightly ) different generations each time.

image/png

Note that the inference API parameters used here are an initial educated guess, and may be updated over time:

inference:
  parameters:
    do_sample: true
    renormalize_logits: true
    temperature: 0.25
    top_p: 0.95
    top_k: 50
    min_new_tokens: 2
    max_new_tokens: 96
    repetition_penalty: 1.03
    no_repeat_ngram_size: 5
    epsilon_cutoff: 0.0008

Feel free to experiment with the parameters using the model in Python and let us know if you have improved results with other params!

Data

Note that this checkpoint was fine-tuned on teknium/openhermes , which is generated/synthetic data by an OpenAI model. This means usage of this checkpoint should follow their terms of use: https://openai.com/policies/terms-of-use


Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 29.34
AI2 Reasoning Challenge (25-Shot) 25.17
HellaSwag (10-Shot) 28.98
MMLU (5-Shot) 26.17
TruthfulQA (0-shot) 43.08
Winogrande (5-shot) 52.01
GSM8k (5-shot) 0.61

Runs of BEE-spoke-data smol_llama-220M-openhermes on huggingface.co

100
Total runs
1
24-hour runs
3
3-day runs
9
7-day runs
-27
30-day runs

More Information About smol_llama-220M-openhermes huggingface.co Model

More smol_llama-220M-openhermes license Visit here:

https://choosealicense.com/licenses/apache-2.0

smol_llama-220M-openhermes huggingface.co

smol_llama-220M-openhermes huggingface.co is an AI model on huggingface.co that provides smol_llama-220M-openhermes's model effect (), which can be used instantly with this BEE-spoke-data smol_llama-220M-openhermes model. huggingface.co supports a free trial of the smol_llama-220M-openhermes model, and also provides paid use of the smol_llama-220M-openhermes. Support call smol_llama-220M-openhermes model through api, including Node.js, Python, http.

smol_llama-220M-openhermes huggingface.co Url

https://huggingface.co/BEE-spoke-data/smol_llama-220M-openhermes

BEE-spoke-data smol_llama-220M-openhermes online free

smol_llama-220M-openhermes huggingface.co is an online trial and call api platform, which integrates smol_llama-220M-openhermes's modeling effects, including api services, and provides a free online trial of smol_llama-220M-openhermes, you can try smol_llama-220M-openhermes online for free by clicking the link below.

BEE-spoke-data smol_llama-220M-openhermes online free url in huggingface.co:

https://huggingface.co/BEE-spoke-data/smol_llama-220M-openhermes

smol_llama-220M-openhermes install

smol_llama-220M-openhermes is an open source model from GitHub that offers a free installation service, and any user can find smol_llama-220M-openhermes on GitHub to install. At the same time, huggingface.co provides the effect of smol_llama-220M-openhermes install, users can directly use smol_llama-220M-openhermes installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

smol_llama-220M-openhermes install url in huggingface.co:

https://huggingface.co/BEE-spoke-data/smol_llama-220M-openhermes

Url of smol_llama-220M-openhermes

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