tpls/repro-reward-models-its-artifacts
499 kB
tpls
tpls
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Current gemma-4 12B coder — SFT v5 (tool-calling winner) and SFT v5 + abliterated (tools + uncensored, prod). Full recipe + gate on each card.
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tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5
Text Generation • 12B • Updated • 17 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-GGUF
Text Generation • 12B • Updated • 82 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated
Text Generation • 12B • Updated • 44 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated-GGUF
Text Generation • 12B • Updated • 930
Superseded variants, kept for provenance and inbound links. Don't use for new work — each card points to its replacement.
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tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v4
Text Generation • 12B • Updated • 11 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v4-GGUF
Text Generation • 12B • Updated • 28 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v3
Text Generation • 12B • Updated • 87 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft
Text Generation • 12B • Updated • 13
Current gemma-4 12B coder — SFT v5 (tool-calling winner) and SFT v5 + abliterated (tools + uncensored, prod). Full recipe + gate on each card.
-
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5
Text Generation • 12B • Updated • 17 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-GGUF
Text Generation • 12B • Updated • 82 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated
Text Generation • 12B • Updated • 44 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated-GGUF
Text Generation • 12B • Updated • 930
Superseded variants, kept for provenance and inbound links. Don't use for new work — each card points to its replacement.
-
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v4
Text Generation • 12B • Updated • 11 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v4-GGUF
Text Generation • 12B • Updated • 28 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v3
Text Generation • 12B • Updated • 87 -
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft
Text Generation • 12B • Updated • 13
spaces 30
Running
Repro - On the Power of (Approximate) Reward Models for Inference-Time Scaling: Sequential Monte Carlo and Beyond
🎯
Explore and sync experiment logs with an AI coding agent
Running
Repro - Any-dimensional invariant universality
🎯
Collaborate on a shared logbook with your coding agent
Running
Repro - Riemannian Dueling Optimization
🎯
Explore experiment logs and collaborate with an AI agent
Running
Repro - Understanding Behavior Cloning with Action Quantization
🎯
Collaborate on a coding logbook with your AI agent
Running
Repro - adam-muon-implicit-bias
🎯
View and collaborate on project logbooks online
Running
Repro - performative-prediction-complexity
🎯
Explore and sync logs with your coding agent
models 17
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-GGUF
Text Generation • 12B • Updated • 82
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5
Text Generation • 12B • Updated • 17
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated-GGUF
Text Generation • 12B • Updated • 930
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v5-abliterated
Text Generation • 12B • Updated • 44
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-abliterated-GGUF
Text Generation • 12B • Updated • 151
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-abliterated
Text Generation • 12B • Updated • 51 • 1
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-steer
Text Generation • 12B • Updated • 43
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-GGUF
Text Generation • 12B • Updated • 79
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft
Text Generation • 12B • Updated • 13
tpls/gemma-4-12B-coder-fable5-composer2.5-v1-sft-v3
Text Generation • 12B • Updated • 87