SlayerLab/pollock-mini-lm-125m

1# Fixed cross-revision inference samples2 3These 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.4 5## Protocol6 7- Suite: `fixed-sampling-v1`8- Runtime: macOS 26.2 arm64, Python 3.13.3, PyTorch 2.13.0, Transformers 5.15.1, huggingface_hub 1.28.09- Execution: CPU, `float32`, 1 PyTorch CPU thread10- Sampling: seed 1337 reset before every prompt, temperature 0.7, top-k 50, top-p 1.011- Limit: 100 new tokens, with the prompt included in each displayed output12 13The 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.14 15Exact 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.16 17## Revisions18 19| Revision | Release | Immutable weights | `model.safetensors` SHA-256 |20|---|---|---|---|21| r001 | experimental predecessor | [`5b8f825`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/5b8f82515c4e31d9a4a8a222eabdaab3ad5171b0) | `acaa1531322cce78ddb919700f173d4c6ea371185bea5052a3ae4c30f57b368e` |22| r002 | Pollock 1.0 | [`5e571cd`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/5e571cde09ef2d1124e13d1c31d0b75f8bd0e513) | `2aada5b26abe9ce3b70af393d77be4ed1a799a7205b9c0dd5cfaff8bcaabce68` |23| r003 | Pollock 1.1 | [`698984b`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/698984b1d1b96c9b6ffaff00c7fc2e78e140e842) | `3a9964a0ba5f6d20ef6061d2a7e4442c1b001209ebe80f7b7148a25573decaa9` |24| r004 | Pollock 1.2 | [`30feb81`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/30feb81e5097eef13b939e1827d98e0458bf602d) | `3c453f22d4bb70228e5cca79e183a425e0f0221e54bd782d12027c42c943c880` |25| r005 | Pollock 1.3 | [`e780025`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/e780025f15e06bc3765a74d973906eb8a11c022c) | `3db43dfa44622e8156f060fee6f16875e108db4f5f949969cb91c0ca8cdce32c` |26| r006 | Pollock 1.4 | [`a2e53d9`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/a2e53d9f1b690ebfbea375cf8bd3b5bdf69dece9) | `8e74aa4d34464229e86a1831fb34d442f91e22aa600e0cf2503891957fdc6a43` |27| r007 | Pollock 1.5 | [`f2a1ec0`](https://huggingface.co/SlayerLab/pollock-mini-lm-125m/commit/f2a1ec072098d257c36b129b0e554e2e6de9c46e) | `4a88432225dac6255ae1e2a085019f36dcdaf55fa33c77629dba6e7445c6c2fb` |28 29## Results30 31### General knowledge32 33Prompt: `The capital of France is`34 35#### r001 - experimental predecessor36 37````text38The capital of France is had the first number of Americans. The first census was discovered in a 1922 census.39 40See also41 List of census42 43References44 45External links46 47Cultural census48Cultural census49Central census50Cultural census51Cultural census52Central census53````54 55Output SHA-256: `245e3580745e9a572de95b1336679d70d5c1bde379e341fffb599f10bc12c5ce`56 57#### r002 - Pollock 1.058 59````text60The 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 30,000.61 62In 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 30,000.63 64````65 66Output SHA-256: `181ebd0d98d96eb3c1693cb88f6f68db6bfcfc02ff791fd5885097a0cf3722a1`67 68#### r003 - Pollock 1.169 70````text71The 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.72 73The capital of the French Republic is the capital of the Kingdom of France, situated about  from Paris.74 75History76 77The 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 was78````79 80Output SHA-256: `249a398d82bd1888d4394fc04de3baee1902cd39b864d1c1cfe0b0a3d85e20e4`81 82#### r004 - Pollock 1.283 84````text85The capital of France is the French city of Vienne.86 87History88 89The city was first mentioned in 1188 as Viecourt or Bézier. In 1786 it was incorporated in the city of Vendôme.90 91In 1871 it was renamed Viecourt.92 93In 1883 it was renamed La Tour des Poids.94 95In 1959 it was renamed La Tour des Poids. In 1996````97 98Output SHA-256: `c2a3e16019cac3e07a8c0d5426c41a359e53a105fb12349f5a1f8c2fc02b8be4`99 100#### r005 - Pollock 1.3101 102````text103The capital of France is the city of Mont-Pigne, in the Duchy of104Bourbon. The name of the city is said to be derived from the French105name of the land of the bourbons, the bourbon of the district of106Louvain, of which the name is derived from the bourbon of the district107of Mont-Pigne.108 109In addition to the French name of the city, the capital of the110social111````112 113Output SHA-256: `ed9cdec69775563f011b56008d68f9f49f6aa8b74a23e806a8a1e2f7f333557c`114 115#### r006 - Pollock 1.4116 117````text118The 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.119The 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 of120````121 122Output SHA-256: `b47fcb42354b8f735c7b98cfdf93605c6e095ed8290e2ddb3329886df244e99f`123 124#### r007 - Pollock 1.5125 126````text127The capital of France is the port city of Château-Thierry.128 129The capital of France is the port city of Mont-Royal.130 131History132 133The 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.134 135The city is thought to have been the first port city in136````137 138Output SHA-256: `4b8907f330be8f045959ddb3ec1c50c88c82a1884c219aee6d3c6537a442ca84`139 140### Explanation141 142Prompt: `Photosynthesis is the process by which`143 144#### r001 - experimental predecessor145 146````text147Photosynthesis is the process by which the two points of the symmetry are shown .148 149the probability in ( [ eq : k_u] ) ) is not given to be equal due to the order of the symmetry .150 151the average speed of the density is about 1.70 .152 153the average velocity of the velocity is about 1.2 * .154 155the velocity of the velocity is about 1.6 * .156 157the velocity of the velocity is about 3.5 * .158 159the velocity of160````161 162Output SHA-256: `15f8c6262d0ea4524ee5c0ec1c2fb38828e2e4c6d11bd63d6639d4e55880903b`163 164#### r002 - Pollock 1.0165 166````text167Photosynthesis 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.168Photosynthesis 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.169The most common170````171 172Output SHA-256: `e8baa6567207b0afacc7aaf548b22b0226140171a96039a2652f8132de87d623`173 174#### r003 - Pollock 1.1175 176````text177Photosynthesis is the process by which the plants, the fungi, and other organisms convert carbon dioxide and water into energy.178The use of photosynthesis as a source of energy is called photosynthesis. The process is known as photosynthesis.179- Photosynthesis is the process by which the plants, or some other organisms, convert carbon dioxide and water into energy.180- Photosynthesis is the process by which the plants, or some other organisms convert carbon dioxide and water into energy.181-182````183 184Output SHA-256: `6522de510566b946a17e112bd872123306d17dfb270baf39439d4dd23ab6c371`185 186#### r004 - Pollock 1.2187 188````text189Photosynthesis 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.190A 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.191There are two types of photosynthesis:192````193 194Output SHA-256: `2487ed5406a8bd5c0251577bac47ea13897623bda4b6955aaa0ecf675b886ef9`195 196#### r005 - Pollock 1.3197 198````text199Photosynthesis 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.200Carbon 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, meaning201````202 203Output SHA-256: `1f68683a0156d242a283349bdc053bb92d0d41a1a6c94daf5cfad67b88fb23d5`204 205#### r006 - Pollock 1.4206 207````text208Photosynthesis is the process by which plants and animals obtain oxygen from the air they breathe.209Chemical change: A chemical reaction is the change in state of matter or substance that occurs in a substance.210Chemical reaction: The combining of two substances to produce a new substance or a new compound.211Chemical reaction: The chemical reaction between two substances to give a new compound.212Carbon gas: A mixture of gases in which carbon dioxide is replaced by a gas; in which carbon dioxide213````214 215Output SHA-256: `c09d560713828851410d37fcd7c648d49c2bedf6e9c8325bb47cb32a8015bfd4`216 217#### r007 - Pollock 1.5218 219````text220Photosynthesis 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.221 2222. Energy Capture in Plants:223 224Plants 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.225 226````227 228Output SHA-256: `a8457bf7fa743d8397b5a221f4f11c5e0b978372eca68f068c17052307853591`229 230### Story231 232Prompt: `In a distant future, humanity discovered`233 234#### r001 - experimental predecessor235 236````text237In a distant future, humanity discovered and the first number of the data.238 239The data of the data240 241The data is a little better than the data.242 243The data is more accurate than the data.244 245The data is very different from the data, but the data is very different from the data.246 247The data is very different from the data.248 249The data is very different from the data.250 251The data is more accurate than the data.252 253The data is very different from254````255 256Output SHA-256: `037c1f6e8b59cb61dee53f79a801d632eba4cd5df2f4a57381c61c3e1c94086f`257 258#### r002 - Pollock 1.0259 260````text261In 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.262The 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 people263````264 265Output SHA-256: `c23e944af1cce79a84fcf44ec80625e93279df0d4816e664905ed1a6b3835897`266 267#### r003 - Pollock 1.1268 269````text270In 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.271The 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.272In conclusion, the human race is a complex and interconnected entity that has played a273````274 275Output SHA-256: `4028c3120d8711b29e7caabdb58128402b66088941d4718fb53267b69bfa9bac`276 277#### r004 - Pollock 1.2278 279````text280In 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.281- 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 member282````283 284Output SHA-256: `bbe8eec9552d2e6cbacd8d6047cec539fbfb81b18ca3f69f1774beb909702502`285 286#### r005 - Pollock 1.3287 288````text289In a distant future, humanity discovered the ability to read and write, and even changed their ways of thinking and acting in the present.290They even had the ability to read and write from a distance.291But the ability to read and write was not something the world needed at the time.292The ability to read and write was something the world needed at the time.293But the ability to read and write was something the world needed at the time.294The ability to read and write at the same time was something the world295````296 297Output SHA-256: `7feee4648e0b22f7fdf4365efea4ac48c21fd9e1d87afc7c46825ff11808e198`298 299#### r006 - Pollock 1.4300 301````text302In 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.303user304This is fascinating! Can you tell me more about the specific cultural values that have shaped the concept of humanity?305````306 307Output SHA-256: `6455cdbe15a71ae11ff476739071f31b3f86b8bf4d97f3dabe99a7d1595c5c7c`308 309#### r007 - Pollock 1.5310 311````text312In a distant future, humanity discovered the potential of the moon to guide humanity in their quest for knowledge and understanding.313user314Can you tell me more about the moon and its impact on humanity?315assistant316Sure! 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:317 3181. Earth's gravitational pull: The moon has a significant impact on human life. It319````320 321Output SHA-256: `00fb4213a5eeb36d18cd947a0876ad711f00bee4a8f576d75fd551d66183ba82`322 323### Code324 325Prompt: `def fibonacci(n):`326 327#### r001 - experimental predecessor328 329````text330def fibonacci(n): and the nth-formcurve function in the nth-formcurve .331 332this 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 item333````334 335Output SHA-256: `cd8fe88c64580c1496e44321bb3673980f8a6e4d630833103e617498c5c8bb8e`336 337#### r002 - Pollock 1.0338 339````text340def fibonacci(n):341    return n * fibonacci(n-1)/2342 343 344def fibonacci_mat(n):345    return n * fibonacci(n-1)/2346 347 348def fibonacci_mat_lcs(n):349    return fibonacci(n-1) * fibonacci(n-2)350 351 352def fibonacci_mat_lcs_tuple(n):353    return fibonacci354````355 356Output SHA-256: `2188bd0cdb6e8feccac9cb5817aa7c65666aba6ac163703542f6d0aaa297c9cb`357 358#### r003 - Pollock 1.1359 360````text361def fibonacci(n):362    res = 1-sum(x)363    for i in range(n):364        res = res + sum(x)365    return res366 367def fibonacci_to_sine(n):368    res = 1-sum(x)369    for i in range(n):370        res = res * math.pi371    return res372 373def fibonacci_simple(n):374    res = 1-sum(x)375    for i in range(376````377 378Output SHA-256: `f9a84f3921790df8fe9aad6d527ce9e5e0b9b7f7bb98df1d76e6766623227756`379 380#### r004 - Pollock 1.2381 382````text383def fibonacci(n):384    """385    :param n: The number of ways to iterate through the given list.386    :return: The number of ways to iterate through the given list.387    """388    if n == 0:389        return 1390    n = n + 1391    n_iters = 0392    while n_iters < n:393        n_iters += 1394        if n_iters == n:395            return 1396        else:397            n = n + 1398        if n_399````400 401Output SHA-256: `0b82389bac561dae528eb389dbde414eb2bb7c6bff7a0868d2acd276edb2ad88`402 403#### r005 - Pollock 1.3404 405````text406def fibonacci(n):407if n < 2:408return 0409 410while True:411 412if n > 2:413return n - 1414 415return n - 3416 417return fibonacci(n-1)418 419# 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.420 421while True:422 423while True:424 425if n < 2:426return 0427 428while True429````430 431Output SHA-256: `5767898a26ba2104eb5ede9f29195d39715573f09d9d415f58881e5000cd688f`432 433#### r006 - Pollock 1.4434 435````text436def fibonacci(n):437    return n * fibonacci(n)438#    if n > 1:439#        return n + fibonacci(n - 1)440#    return fibonacci(n)441#442#    return fibonacci(2)443#444#    return fibonacci(4)445#446#    return fibonacci(6)447#448#    return fibonacci(10)449#450 451````452 453Output SHA-256: `ad3aa2ea2cab9a46ae5f52a9cc109bcf5f7362e1d214ceb791ee2dd6995a345f`454 455#### r007 - Pollock 1.5456 457````text458def fibonacci(n):459if n < 1:460return 0461 462if fibonacci(n):463return fibonacci(n-1)464 465return fibonacci(n-1) + fibonacci(n-2)466 467print fibonacci(0) + fibonacci(0)468 469return fibonacci(0) + fibonacci(0) + fibonacci(1)470 471print fib472````473 474Output SHA-256: `012a9d1312d787e5e759f1af7a242f20f4c9fdfc895ae673b0889fd08a0e8fe1`475 476## Reproduce or verify477 478Run from this directory. The check downloads approximately 2.4 GB of published model artifacts if they are not already cached.479 480```bash481python -m venv .venv482source .venv/bin/activate483pip install -r requirements.txt484python generate.py --check485```486 487`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`.488 489Machine-readable protocol and outputs: [`config.json`](./config.json) and [`results.json`](./results.json).490