Download rows.jsonl from Compactbot/slm-arch-scores: direct link, hf CLI and curl.
- Browser
- Download file 6.06 kB
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https://huggingface.co/datasets/Compactbot/slm-arch-scores/resolve/main/rows.jsonl
- Command line
-
hf download hf://datasets/Compactbot/slm-arch-scores/rows.jsonl
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curl -L -o rows.jsonl https://huggingface.co/datasets/Compactbot/slm-arch-scores/resolve/main/rows.jsonl
6.06 kB
| {"model_id":"harrrshall/BarunLM-35M","params":35072768,"family":"from-scratch","arch":"hybrid_local_full_attn + selective_residual_routing","layers":12,"d_model":448,"n_heads":7,"n_kv_heads":1,"ffn_dim":1228,"ffn_act":"swiglu","vocab":16384,"ctx":2048,"pos_enc":"rope","norm":"rmsnorm","tie_emb":true,"attn_types":["local","local","local","full"],"training_tokens":5699985408,"tok_per_param":162.5,"macro_accuracy":0.4101019372910188,"arc_challenge":0.222990492653414,"arc_easy":0.38862761864044465,"boolq":0.5593303791235844,"hellaswag":0.2899662473151273,"lambada_openai":0.2450731707317073,"openbookqa":0.28,"piqa":0.5926950747094631,"sciq":0.5992115637319316,"winogrande":0.5130228887134964,"harness":"lm-eval==0.4.12","num_fewshot":0,"seed":1234,"decontaminated":true,"scope":"general-domain","source":"harrrshall/BarunLM-35M benchmark_results.json (author-published, 0.4.12)"} | |
| {"model_id":"LiquidAI/LFM2.5-230M-Base","params":229693184,"family":"semi-big-lab (LiquidAI LFM line)","arch":"lfm2 hybrid conv + full attention","layers":14,"d_model":1024,"n_heads":16,"n_kv_heads":8,"ffn_dim":2560,"ffn_act":"swiglu","vocab":65536,"ctx":128000,"pos_enc":"rope + conv","norm":"rmsnorm","tie_emb":true,"attn_types":["conv","conv","full","conv","full","conv","full","conv","full","conv","full","conv","full","conv"],"training_tokens":null,"tok_per_param":null,"macro_accuracy":0.5164079248600238,"arc_challenge":0.3515358361774744,"arc_easy":0.5946969696969697,"boolq":0.6116207951070336,"hellaswag":0.3941445927106154,"lambada_openai":0.3137977876964875,"openbookqa":0.332,"piqa":0.6360174102285092,"sciq":0.874,"winogrande":0.5398579321231255,"harness":"lm-eval 0.4.13, 0-shot, seed 1234, batch 8, max_length 2048","num_fewshot":0,"seed":1234,"decontaminated":false,"scope":"general-domain","barunlm_published_macro":0.39197443061078113,"macro_delta_vs_barunlm_published":0.124433,"source":"independently reproduced by Compactbot (lm-eval 0.4.13, 0-shot, seed 1234); NOT re-run by the source author"} | |
| {"model_id":"EleutherAI/pythia-160m-deduped","params":162322944,"family":"semi-big-lab (EleutherAI pythia line)","arch":"gpt_neox rotary","layers":12,"d_model":768,"n_heads":12,"n_kv_heads":12,"ffn_dim":3072,"ffn_act":"gelu","vocab":50304,"ctx":2048,"pos_enc":"rope_25pct","norm":"layernorm","tie_emb":false,"attn_types":["full"],"training_tokens":null,"tok_per_param":null,"macro_accuracy":0.43960438762512377,"arc_challenge":0.23976109215017063,"arc_easy":0.39141414141414144,"boolq":0.5125382262996941,"hellaswag":0.31358295160326627,"lambada_openai":0.3689113137977877,"openbookqa":0.268,"piqa":0.6207834602829162,"sciq":0.745,"winogrande":0.4964483030781373,"harness":"lm-eval 0.4.13, 0-shot, seed 1234, batch 8, max_length 2048","num_fewshot":0,"seed":1234,"decontaminated":false,"scope":"general-domain","barunlm_published_macro":0.3734593023210671,"macro_delta_vs_barunlm_published":0.066145,"source":"independently reproduced by Compactbot (lm-eval 0.4.13, 0-shot, seed 1234); NOT re-run by the source author"} | |
| {"model_id":"StentorLabs/Stentor-30M","params":30419712,"family":"from-scratch","arch":"llama","layers":21,"d_model":256,"n_heads":4,"n_kv_heads":4,"ffn_dim":1024,"ffn_act":"silu","vocab":32768,"ctx":512,"pos_enc":"rope","norm":"rmsnorm","tie_emb":true,"attn_types":["full"],"training_tokens":null,"tok_per_param":null,"macro_accuracy":0.37345851121240925,"arc_challenge":0.2440273037542662,"arc_easy":0.3400673400673401,"boolq":0.48073394495412847,"hellaswag":0.2674765982871938,"lambada_openai":0.1063458179701145,"openbookqa":0.242,"piqa":0.5462459194776932,"sciq":0.607,"winogrande":0.5272296764009471,"harness":"lm-eval 0.4.13, 0-shot, seed 1234, batch 8, max_length 2048","num_fewshot":0,"seed":1234,"decontaminated":false,"scope":"general-domain","barunlm_published_macro":0.3645857462123749,"macro_delta_vs_barunlm_published":0.008873,"source":"independently reproduced by Compactbot (lm-eval 0.4.13, 0-shot, seed 1234); NOT re-run by the source author"} | |
| {"model_id":"roneneldan/TinyStories-33M","params":68514048,"family":"narrow-domain diagnostic (TinyStories)","arch":"gpt_neo alternating global/local","layers":4,"d_model":768,"n_heads":16,"n_kv_heads":16,"ffn_dim":3072,"ffn_act":"gelu_new","vocab":50257,"ctx":2048,"pos_enc":"learned","norm":"layernorm","tie_emb":true,"attn_types":["global","local","global","local"],"training_tokens":null,"tok_per_param":null,"macro_accuracy":0.33215607216397486,"arc_challenge":0.23378839590443687,"arc_easy":0.2676767676767677,"boolq":0.5376146788990825,"hellaswag":0.2713602867954591,"lambada_openai":0.1172132738210751,"openbookqa":0.248,"piqa":0.530467899891186,"sciq":0.26,"winogrande":0.5232833464877664,"harness":"lm-eval 0.4.13, 0-shot, seed 1234, batch 8, max_length 2048","num_fewshot":0,"seed":1234,"decontaminated":false,"scope":"narrow-domain diagnostic","barunlm_published_macro":0.33156687160177734,"macro_delta_vs_barunlm_published":0.000589,"source":"independently reproduced by Compactbot (lm-eval 0.4.13, 0-shot, seed 1234); NOT re-run by the source author"} | |
| {"model_id":"EleutherAI/pythia-70m-deduped","params":70426624,"family":"semi-big-lab (EleutherAI pythia line)","arch":"gpt_neox rotary","layers":6,"d_model":512,"n_heads":8,"n_kv_heads":8,"ffn_dim":2048,"ffn_act":"gelu","vocab":50304,"ctx":2048,"pos_enc":"rope_25pct","norm":"layernorm","tie_emb":false,"attn_types":["full"],"training_tokens":null,"tok_per_param":null,"macro_accuracy":0.40766136849922396,"arc_challenge":0.21160409556313994,"arc_easy":0.3611111111111111,"boolq":0.6201834862385321,"hellaswag":0.27604062935670187,"lambada_openai":0.23403842421890161,"openbookqa":0.246,"piqa":0.5837867247007617,"sciq":0.65,"winogrande":0.4861878453038674,"harness":"lm-eval 0.4.13, 0-shot, seed 1234, batch 8, max_length 2048","num_fewshot":0,"seed":1234,"decontaminated":false,"scope":"general-domain","barunlm_published_macro":0.3171108992671423,"macro_delta_vs_barunlm_published":0.09055,"source":"independently reproduced by Compactbot (lm-eval 0.4.13, 0-shot, seed 1234); NOT re-run by the source author"} | |