Blame for inference-samples/README.md

# Fixed cross-revision inference samples

These samples compare Pollock revisions under one fixed inference protocol. They are behavioral examples, not benchmark scores or factuality claims. Outputs are shown without cherry-picking, including errors and repetition.

## Protocol

- Suite: `fixed-sampling-v1`
- Runtime: macOS 26.2 arm64, Python 3.13.3, PyTorch 2.13.0, Transformers 5.15.1, huggingface_hub 1.28.0
- Execution: CPU, `float32`, 1 PyTorch CPU thread
- Sampling: seed 1337 reset before every prompt, temperature 0.7, top-k 50, top-p 1.0
- Limit: 100 new tokens, with the prompt included in each displayed output

The older samples embedded in `training-history/r001.md` remain part of the historical record. They differ from this suite because their complete execution environment was not pinned. Only the results below are used for direct cross-revision comparison.

Exact token replay was verified in the recorded environment. Sampling may diverge on another operating system or CPU architecture even when package versions and seeds match.

## Revisions

| Revision | Release | Immutable weights | `model.safetensors` SHA-256 |
|---|---|---|---|
| r001 | experimental predecessor | [`5b8f825`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/5b8f82515c4e31d9a4a8a222eabdaab3ad5171b0) | `acaa1531322cce78ddb919700f173d4c6ea371185bea5052a3ae4c30f57b368e` |
| r002 | Pollock 1.0 | [`5e571cd`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/5e571cde09ef2d1124e13d1c31d0b75f8bd0e513) | `2aada5b26abe9ce3b70af393d77be4ed1a799a7205b9c0dd5cfaff8bcaabce68` |
| r003 | Pollock 1.1 | [`698984b`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/698984b1d1b96c9b6ffaff00c7fc2e78e140e842) | `3a9964a0ba5f6d20ef6061d2a7e4442c1b001209ebe80f7b7148a25573decaa9` |
| r004 | Pollock 1.2 | [`30feb81`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/30feb81e5097eef13b939e1827d98e0458bf602d) | `3c453f22d4bb70228e5cca79e183a425e0f0221e54bd782d12027c42c943c880` |
| r005 | Pollock 1.3 | [`e780025`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/e780025f15e06bc3765a74d973906eb8a11c022c) | `3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c` |
| r006 | Pollock 1.4 | [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9) | `8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43` |
| r007 | Pollock 1.5 | [`f2a1ec0`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/f2a1ec072098d257c36b129b0e554e2e6de9c46e) | `4a88432225dac6255ae1e2a085019f36dcdaf55fa33c77629dba6e7445c6c2fb` |

## Results

### General knowledge

Prompt: `The capital of France is`

#### r001 - experimental predecessor

````text
The capital of France is had the first number of Americans. The first census was discovered in a 1922 census.

See also
 List of census

References

External links

Cultural census
Cultural census
Central census
Cultural census
Cultural census
Central census
````

Output SHA-256: `245e3580745e9a572de95b1336679d70d5c1bde379e341fffb599f10bc12c5ce`

#### r002 - Pollock 1.0

````text
The capital of France is the Palais de la Borde, a place called "the Place of Funds and Stocks". Its population is estimated to be around 30,000.

In the 19th century, the city was transformed into a municipality. The French government took the city up to the position of a municipality. The capital was the Palais de Valois, with its capital at the Palais des Gardes. The population was reduced to around 30,000.

````

Output SHA-256: `181ebd0d98d96eb3c1693cb88f6f68db6bfcfc02ff791fd5885097a0cf3722a1`

#### r003 - Pollock 1.1

````text
The capital of France is the French city of Versailles, on the site of the old church that was destroyed by the French during the French Revolution.

The capital of the French Republic is the capital of the Kingdom of France, situated about  from Paris.

History

The city of Versailles was created by the French Revolutionary government as the capital of France. The city was officially named after its founder, Jules Bourrienne, who was
````

Output SHA-256: `249a398d82bd1888d4394fc04de3baee1902cd39b864d1c1cfe0b0a3d85e20e4`

#### r004 - Pollock 1.2

````text
The capital of France is the French city of Vienne.

History

The city was first mentioned in 1188 as Viecourt or Bézier. In 1786 it was incorporated in the city of Vendôme.

In 1871 it was renamed Viecourt.

In 1883 it was renamed La Tour des Poids.

In 1959 it was renamed La Tour des Poids. In 19
````

Output SHA-256: `c2a3e16019cac3e07a8c0d5426c41a359e53a105fb12349f5a1f8c2fc02b8be4`

#### r005 - Pollock 1.3

````text
The capital of France is the city of Mont-Pigne, in the Duchy of
Bourbon. The name of the city is said to be derived from the French
name of the land of the bourbons, the bourbon of the district of
Louvain, of which the name is derived from the bourbon of the district
of Mont-Pigne.

In addition to the French name of the city, the capital of the
social
````

Output SHA-256: `ed9cdec69775563f011b56008d68f9f49f6aa8b74a23e806a8a1e2f7f333557c`

#### r006 - Pollock 1.4

````text
The capital of France is the capital city of England. It is on the banks of the River Liguria, and is divided into four provinces. Its capital is Paris, and is situated at the end of the Aisne River.
The municipality of Aisne is situated on the banks of the Neuve-Brieu river, which flows through the north of France. The capital of the city is Aisne-sur-Ligne, on the banks of
````

Output SHA-256: `b47fcb42354b8f735c7b98cfdf93605c6e095ed8290e2ddb3329886df244e99f`

#### r007 - Pollock 1.5

````text
The capital of France is the port city of Château-Thierry.

The capital of France is the port city of Mont-Royal.

History

The city of Mont-Royal was first mentioned by the French colonial administration in the 15th century. When the French occupation began in 1793, the city was captured by the French army and the French were forced to surrender to the British.

The city is thought to have been the first port city in
````

Output SHA-256: `4b8907f330be8f045959ddb3ec1c50c88c82a1884c219aee6d3c6537a442ca84`

### Explanation

Prompt: `Photosynthesis is the process by which`

#### r001 - experimental predecessor

````text
Photosynthesis is the process by which the two points of the symmetry are shown .

the probability in ( [ eq : k_u] ) ) is not given to be equal due to the order of the symmetry .

the average speed of the density is about 1.70 .

the average velocity of the velocity is about 1.2 * .

the velocity of the velocity is about 1.6 * .

the velocity of the velocity is about 3.5 * .

the velocity of
````

Output SHA-256: `15f8c6262d0ea4524ee5c0ec1c2fb38828e2e4c6d11bd63d6639d4e55880903b`

#### r002 - Pollock 1.0

````text
Photosynthesis is the process by which plants and animals obtain energy from sunlight. When a plant produces light, it absorbs the light energy that came from the sun. The energy from the sun is absorbed by the plant and is radiated to the leaves. This energy is then used for photosynthesis and is used to produce food.
Photosynthesis is the process by which plants obtain energy from sunlight. When a plant absorbs the light energy from the sun, it becomes a food source.
The most common
````

Output SHA-256: `e8baa6567207b0afacc7aaf548b22b0226140171a96039a2652f8132de87d623`

#### r003 - Pollock 1.1

````text
Photosynthesis is the process by which the plants, the fungi, and other organisms convert carbon dioxide and water into energy.
The use of photosynthesis as a source of energy is called photosynthesis. The process is known as photosynthesis.
- Photosynthesis is the process by which the plants, or some other organisms, convert carbon dioxide and water into energy.
- Photosynthesis is the process by which the plants, or some other organisms convert carbon dioxide and water into energy.
-
````

Output SHA-256: `6522de510566b946a17e112bd872123306d17dfb270baf39439d4dd23ab6c371`

#### r004 - Pollock 1.2

````text
Photosynthesis is the process by which plants and animals obtain energy from sunlight. When a food source is present—such as a food source that humans are eating—a light source is used to create more energy. The process of photosynthesis in plants is called the light-dependent reactions.
A plant can be a source of energy. This is because there are specialized structures needed for photosynthesis. The light-dependent reactions are called phototrophic reactions.
There are two types of photosynthesis:
````

Output SHA-256: `2487ed5406a8bd5c0251577bac47ea13897623bda4b6955aaa0ecf675b886ef9`

#### r005 - Pollock 1.3

````text
Photosynthesis is the process by which plants and animals use sunlight to convert carbon dioxide and water into food for their bodies. Through light energy, plants convert carbon dioxide into carbohydrates, which they use as their primary energy source. Carbon dioxide is a greenhouse gas, meaning it contains a trace amount of energy.
Carbon dioxide is a gas, meaning it contains a trace amount of energy. Carbon dioxide is a greenhouse gas, meaning it contains a trace amount of energy. Carbon dioxide is a greenhouse gas, meaning
````

Output SHA-256: `1f68683a0156d242a283349bdc053bb92d0d41a1a6c94daf5cfad67b88fb23d5`

#### r006 - Pollock 1.4

````text
Photosynthesis is the process by which plants and animals obtain oxygen from the air they breathe.
Chemical change: A chemical reaction is the change in state of matter or substance that occurs in a substance.
Chemical reaction: The combining of two substances to produce a new substance or a new compound.
Chemical reaction: The chemical reaction between two substances to give a new compound.
Carbon gas: A mixture of gases in which carbon dioxide is replaced by a gas; in which carbon dioxide
````

Output SHA-256: `c09d560713828851410d37fcd7c648d49c2bedf6e9c8325bb47cb32a8015bfd4`

#### r007 - Pollock 1.5

````text
Photosynthesis is the process by which plants and animals use energy from sunlight and other sources to synthesize proteins and carbohydrates. The process is vital to survival and growth of plants and animals.

2. Energy Capture in Plants:

Plants are the primary source of energy for the Earth's ecosystems. The ability of plants to capture solar radiation is essential for their survival. Plants also convert atmospheric carbon dioxide into sugars, which are used by plants to build their cell walls.

````

Output SHA-256: `a8457bf7fa743d8397b5a221f4f11c5e0b978372eca68f068c17052307853591`

### Story

Prompt: `In a distant future, humanity discovered`

#### r001 - experimental predecessor

````text
In a distant future, humanity discovered and the first number of the data.

The data of the data

The data is a little better than the data.

The data is more accurate than the data.

The data is very different from the data, but the data is very different from the data.

The data is very different from the data.

The data is very different from the data.

The data is more accurate than the data.

The data is very different from
````

Output SHA-256: `037c1f6e8b59cb61dee53f79a801d632eba4cd5df2f4a57381c61c3e1c94086f`

#### r002 - Pollock 1.0

````text
In a distant future, humanity discovered that the human genome has only been growing in size by 2026—roughly the same time that humans are starting to migrate from Africa to Asia, and that they have made a fuller crop of corn and rice.
The human genome project, led by an international team of researchers from the University of California, Davis, is taking advantage of the human genome to allow for the first-ever genome-level analysis of genomic sequences from the genome of people
````

Output SHA-256: `c23e944af1cce79a84fcf44ec80625e93279df0d4816e664905ed1a6b3835897`

#### r003 - Pollock 1.1

````text
In a distant future, humanity discovered that the human race is not only a species, it is a supernatural force that has made us all human.
The human race has also given us a unique perspective on the world around us. This perspective is critical to understanding the human condition and the human capacity for self-sacrifice. This perspective also helps us to understand the world around us as a whole and to understand ourselves.
In conclusion, the human race is a complex and interconnected entity that has played a
````

Output SHA-256: `4028c3120d8711b29e7caabdb58128402b66088941d4718fb53267b69bfa9bac`

#### r004 - Pollock 1.2

````text
In a distant future, humanity discovered that the human race is not only a species of human beings, but a species of animals: it is human beings who are not created to be equal. The more human beings they have, the more they have to be treated just like others, and the more they are treated like human beings.
- The First Amendment prohibits the government from impersonating humans for the purposes of defending their rights. The current law prohibits the government from impersonating anyone who is not a member
````

Output SHA-256: `bbe8eec9552d2e6cbacd8d6047cec539fbfb81b18ca3f69f1774beb909702502`

#### r005 - Pollock 1.3

````text
In a distant future, humanity discovered the ability to read and write, and even changed their ways of thinking and acting in the present.
They even had the ability to read and write from a distance.
But the ability to read and write was not something the world needed at the time.
The ability to read and write was something the world needed at the time.
But the ability to read and write was something the world needed at the time.
The ability to read and write at the same time was something the world
````

Output SHA-256: `7feee4648e0b22f7fdf4365efea4ac48c21fd9e1d87afc7c46825ff11808e198`

#### r006 - Pollock 1.4

````text
In a distant future, humanity discovered that the human race is not only a highly advanced civilization, but also a civilization founded on a shared philosophy that believes in the power of living and the dignity of the earth. The concept of humanity transcends the limits of human understanding, but the human spirit is built on a complex interplay of human intelligence and cultural heritage.
user
This is fascinating! Can you tell me more about the specific cultural values that have shaped the concept of humanity?
````

Output SHA-256: `6455cdbe15a71ae11ff476739071f31b3f86b8bf4d97f3dabe99a7d1595c5c7c`

#### r007 - Pollock 1.5

````text
In a distant future, humanity discovered the potential of the moon to guide humanity in their quest for knowledge and understanding.
user
Can you tell me more about the moon and its impact on humanity?
assistant
Sure! The moon is a natural feature of the Earth's surface and is a crucial part of the natural landscape of the Earth. Here are some ways in which the moon impacts human life:

1. Earth's gravitational pull: The moon has a significant impact on human life. It
````

Output SHA-256: `00fb4213a5eeb36d18cd947a0876ad711f00bee4a8f576d75fd551d66183ba82`

### Code

Prompt: `def fibonacci(n):`

#### r001 - experimental predecessor

````text
def fibonacci(n): and the nth-formcurve function in the nth-formcurve .

this work for nth-formcurve and octon - based - factor - based parameter - based parameter - dependent parameter - dependent parameter - dependent parameter - dependent parameter - dependent factor - dependent parameter - dependent parameter - required parameter - dependent parameter - required parameter - required item - required integer - required integers - types of -type - required integers - required values - required - type - useful item
````

Output SHA-256: `cd8fe88c64580c1496e44321bb3673980f8a6e4d630833103e617498c5c8bb8e`

#### r002 - Pollock 1.0

````text
def fibonacci(n):
    return n * fibonacci(n-1)/2


def fibonacci_mat(n):
    return n * fibonacci(n-1)/2


def fibonacci_mat_lcs(n):
    return fibonacci(n-1) * fibonacci(n-2)


def fibonacci_mat_lcs_tuple(n):
    return fibonacci
````

Output SHA-256: `2188bd0cdb6e8feccac9cb5817aa7c65666aba6ac163703542f6d0aaa297c9cb`

#### r003 - Pollock 1.1

````text
def fibonacci(n):
    res = 1-sum(x)
    for i in range(n):
        res = res + sum(x)
    return res

def fibonacci_to_sine(n):
    res = 1-sum(x)
    for i in range(n):
        res = res * math.pi
    return res

def fibonacci_simple(n):
    res = 1-sum(x)
    for i in range(
````

Output SHA-256: `f9a84f3921790df8fe9aad6d527ce9e5e0b9b7f7bb98df1d76e6766623227756`

#### r004 - Pollock 1.2

````text
def fibonacci(n):
    """
    :param n: The number of ways to iterate through the given list.
    :return: The number of ways to iterate through the given list.
    """
    if n == 0:
        return 1
    n = n + 1
    n_iters = 0
    while n_iters < n:
        n_iters += 1
        if n_iters == n:
            return 1
        else:
            n = n + 1
        if n_
````

Output SHA-256: `0b82389bac561dae528eb389dbde414eb2bb7c6bff7a0868d2acd276edb2ad88`

#### r005 - Pollock 1.3

````text
def fibonacci(n):
if n < 2:
return 0

while True:

if n > 2:
return n - 1

return n - 3

return fibonacci(n-1)

# The code above will only run on a loop or a loop of iterative counting, so I want to avoid the need to use a loop.

while True:

while True:

if n < 2:
return 0

while True
````

Output SHA-256: `5767898a26ba2104eb5ede9f29195d39715573f09d9d415f58881e5000cd688f`

#### r006 - Pollock 1.4

````text
def fibonacci(n):
    return n * fibonacci(n)
#    if n > 1:
#        return n + fibonacci(n - 1)
#    return fibonacci(n)
#
#    return fibonacci(2)
#
#    return fibonacci(4)
#
#    return fibonacci(6)
#
#    return fibonacci(10)
#

````

Output SHA-256: `ad3aa2ea2cab9a46ae5f52a9cc109bcf5f7362e1d214ceb791ee2dd6995a345f`

#### r007 - Pollock 1.5

````text
def fibonacci(n):
if n < 1:
return 0

if fibonacci(n):
return fibonacci(n-1)

return fibonacci(n-1) + fibonacci(n-2)

print fibonacci(0) + fibonacci(0)

return fibonacci(0) + fibonacci(0) + fibonacci(1)

print fib
````

Output SHA-256: `012a9d1312d787e5e759f1af7a242f20f4c9fdfc895ae673b0889fd08a0e8fe1`

## Reproduce or verify

Run from this directory. The check downloads approximately 2.4 GB of published model artifacts if they are not already cached.

```bash
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python generate.py --check
```

`generate.py` rejects package-version mismatches by default, verifies each weight file against `config.json`, and compares both token IDs and rendered text through `results.json`.

Machine-readable protocol and outputs: [`config.json`](./config.json) and [`results.json`](./results.json).