<commit_before>## Wonky RSA model evaluation


### 1 (shared) speaker optimality 

| Attempt | | Speaker optimality | Wonkiness prior || Slider link | Wonkiness link || Posterior on parameters | Posterior predictive fit|
| ------------- |:-------------:| -----:|
| 1. |  | 1 | 1 | | 1 Beta | 0 | | |
| 2. |  | 1 | 1 | | 1 Beta | softmax | | |
| 3. |  | 1 | 1 | | 2 Beta | 0 | | |
| 4. |  | 1 | 1 | | 2 Beta | softmax | | |
 

### 3 (different) speaker optimalities

| Attempt | | Speaker optimality | Wonkiness prior || Slider link | Wonkiness link || Posterior on parameters | Posterior predictive fit|
|---|--|---|---|-|--------|---|-|-|
| 1. |  | 3 | 1 | | 1 Beta | 0 | | |
| 2. |  | 3 | 1 | | 2 Beta | 0 | | |
| 3. |  | 3 | 1 | | 1 Beta | softmax | | |
| 4. |  | 3 | 1 | | 2 Beta | softmax | | |

| Tables        | Are           | Cool  |
| ------------- |:-------------:| -----:|
| col 3 is      | right-aligned | $1600 |
| col 2 is      | centered      |   $12 |
| zebra stripes | are neat      |    $1 |<commit_msg>Update model-eval.md<commit_after>## Wonky RSA model evaluation


### 1 (shared) speaker optimality 

| Attempt | | Speaker optimality | Wonkiness prior || Slider link | Wonkiness link || Posterior on parameters | Posterior predictive fit|
| ------------- |:-------------:| -----:|
| 1. |  | 1 | 1 | | 1 Beta | 0 | | |
| 2. |  | 1 | 1 | | 1 Beta | softmax | | |
| 3. |  | 1 | 1 | | 2 Beta | 0 | | |
| 4. |  | 1 | 1 | | 2 Beta | softmax | | |
 

### 3 (different) speaker optimalities

| Attempt | | Speaker optimality | Wonkiness prior || Slider link | Wonkiness link || Posterior on parameters | Posterior predictive fit|
|---|--|---|---|-|--------|---|-|-|
| 1. |  | 3 | 1 | | 1 Beta | 0 | | |
| 2. |  | 3 | 1 | | 2 Beta | 0 | | |
| 3. |  | 3 | 1 | | 1 Beta | softmax | | |
| 4. |  | 3 | 1 | | 2 Beta | softmax | | |

| Attempt        | speaker optimality           | wonkiness prior  | | slider link | wonkiness link || Posterior on parameters | Posterior predictive fit |
| ------------- |:-------------:| -----:| ---| ----| --| --| ---| ---|
| 1. |  | 1 | 1 | | 1 Beta | 0 | | |

{'fraction_non_alphanumeric': 0.25546058879392214, 'fraction_numerical': 0.042735042735042736, 'mean_word_length': 1.6875, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2257973', 'n_tokens_mistral': 861, 'n_tokens_neox': 710, 'n_words': 222}